{
 "updated": "2026-10-06",
 "what": "Every AI feature announcement we could date and source for the companies on the map, each labelled by what the product is. The vendor had to call the feature AI in its own words (ai_quote), and the feature had to be out: a beta counts, an announcement marked coming soon or a waiting list does not.",
 "method": "Crawled to one written spec and re-read on each vendor's site on 29 September 2026, then a second crawl of every company's changelog, blog and newsroom on 1 to 4 October 2026 (data/crawl-2026-10-04.json, where each row records what its own source says about whether that feature had shipped; the two companies added on 5 October 2026 and the one added on 6 October 2026 were read to the same spec on those days, and their rows are marked added); labels by TypeSafe's Jev, one independent yes/no per lane (p = probability), kept at p >= 0.6 (0.5 for list building and writing tools), with hand corrections and a hand-curated agents lane recorded in data/waves-overrides.json. AI visibility is three types (AI-answer tracking, cited-source targeting, AI-answer optimization): every announcement that passes the AI-visibility lane is labelled by Jev once per type (data/aiv-labelled.json) and counts in each type at p >= 0.5; the corrections in data/waves-overrides.json then remove a type (remove) or add one (add_lanes), and an announcement that reaches no type and has no correction naming one is not counted as AI visibility, which the same file records for each such announcement with the reason (aiv_reject). Ads inside AI answers count as tracking when monitored, optimization when bought. A company counts once per lane, on its first dated announcement. Counts are floors.",
 "steps": [
  {
   "k": "coverage_ai",
   "n": "AI coverage analysis",
   "d": "summaries, sentiment and themes from the coverage you monitor"
  },
  {
   "k": "pitch_writing",
   "n": "Pitch writing",
   "d": "draft or personalise a pitch to a journalist or podcast on request"
  },
  {
   "k": "release_writing",
   "n": "Press release writers",
   "d": "draft a press release on request"
  },
  {
   "k": "lists",
   "n": "AI list building",
   "d": "find, match or rank journalists and outlets for a story"
  },
  {
   "k": "chat_app",
   "n": "Chat assistants",
   "d": "ask questions of your data inside the vendor's app"
  },
  {
   "k": "opportunities",
   "n": "Story ideas & requests",
   "d": "news, trends and journalist requests worth pitching"
  },
  {
   "k": "aiv_track",
   "n": "AI-answer tracking",
   "d": "how ChatGPT, Gemini and other assistants describe your brand: mentions, share of voice, sentiment, accuracy"
  },
  {
   "k": "aiv_sources",
   "n": "Cited-source targeting",
   "d": "which outlets, journalists and pages the models cite, so you know who to pitch"
  },
  {
   "k": "aiv_optimize",
   "n": "AI-answer optimization",
   "d": "changing the answer: rewriting content and releases to be cited, distribution built for AI, site fixes, agents that act on the data"
  },
  {
   "k": "agent",
   "n": "AI agents",
   "d": "an AI agent that does multi-step PR work itself"
  },
  {
   "k": "your_ai",
   "n": "MCPs/connectors",
   "d": "MCP servers and connectors that let Claude, ChatGPT or Copilot use the tool"
  }
 ],
 "autopilot": {
  "members": [
   "InsightFuse",
   "JournoReach",
   "PodGuestAI",
   "PodPitch",
   "Press Monkey"
  ],
  "undated": [
   "InsightFuse",
   "PodPitch",
   "Press Monkey"
  ],
  "rule": "A company is in the PR-on-autopilot camp only if its own site says an AI agent finds, writes AND sends pitches with a human optional (an approve-first default is fine if sending unapproved is an option the vendor names). Verified by reading each vendor's site on 2026-09-29; the quote and page are kept for each."
 },
 "announcements": [
  {
   "co": "Brandwatch",
   "d": "2018-11-13",
   "k": "announce",
   "t": "Iris",
   "desc": "In-app AI analyst that automatically detects and explains the causes of spikes in online conversation about a brand.",
   "ai_quote": "Iris is an in-app AI-analyst that reduces the time it takes to answer a question",
   "src": "https://www.brandwatch.com/press/press-releases/brandwatch-introduces-iris-an-ai-powered-analyst/",
   "srcname": "Brandwatch press release",
   "conf": "high",
   "steps": [
    "coverage_ai",
    "chat_app"
   ],
   "p": {
    "coverage_ai": 0.8,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.75,
    "opportunities": 0.03,
    "agent": 0.06,
    "your_ai": 0.02
   }
  },
  {
   "co": "Feedly AI",
   "d": "2019-09",
   "k": "beta",
   "t": "Leo AI Research Assistant",
   "desc": "An AI assistant that analyzes and personalizes RSS feed results based on user interests and behavior.",
   "ai_quote": "a true AI that uses machine learning (ML) and neuro-linguistic programming (NLP) to achieve its results",
   "src": "https://coywolf.com/news/content-marketing/feedly-leo-rss-news-feed-ai/",
   "srcname": "Coywolf",
   "conf": "med",
   "steps": [],
   "p": {
    "coverage_ai": 0.29,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.07,
    "chat_app": 0.35,
    "opportunities": 0.09,
    "agent": 0.09,
    "your_ai": 0.03
   }
  },
  {
   "co": "Feedly AI",
   "d": "2019-12-16",
   "k": "announce",
   "t": "Feedly AI Summarization",
   "desc": "Feedly AI reads and summarizes articles in a user's feed so they can scan and determine relevance more efficiently.",
   "ai_quote": "We have taught Feedly AI to read and summarize the articles in your feeds",
   "src": "https://feedly.com/new-features/posts/feedly-ai-and-summarization",
   "srcname": "Feedly (vendor blog)",
   "conf": "high",
   "steps": [
    "coverage_ai"
   ],
   "p": {
    "coverage_ai": 0.95,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.04,
    "opportunities": 0.02,
    "agent": 0.03,
    "your_ai": 0.02
   }
  },
  {
   "co": "Brandwatch",
   "d": "2020",
   "k": "announce",
   "t": "Iris AI Search (GPT)",
   "desc": "GPT technology integrated into Iris's AI Search element, per Brandwatch's own retrospective account.",
   "ai_quote": "GPT tech was even previously introduced in 2020 with Iris's AI Search element.",
   "src": "https://www.brandwatch.com/press/press-releases/brandwatch-expands-its-ai-engine-iris-with-latest-gpt-tech/",
   "srcname": "Brandwatch press release (2023, retrospective mention)",
   "conf": "med",
   "steps": [],
   "p": {
    "coverage_ai": 0.21,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.06,
    "chat_app": 0.24,
    "opportunities": 0.04,
    "agent": 0.04,
    "your_ai": 0.04
   }
  },
  {
   "co": "Onclusive",
   "d": "2020-01-22",
   "k": "launch",
   "t": "Global Sentiment Analysis",
   "desc": "Automated AI/NLP tool scoring the tone (positive/neutral/negative) of earned media coverage at aggregate, article, and entity level across 104 languages.",
   "ai_quote": "leverages artificial intelligence to deliver automated insights around the tone of earned media coverage",
   "src": "https://onclusive.com/resources/blog/ai-driven-sentiment-analysis/",
   "srcname": "Onclusive (blog)",
   "conf": "high",
   "steps": [
    "coverage_ai"
   ],
   "p": {
    "coverage_ai": 0.97,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.03,
    "chat_app": 0.02,
    "opportunities": 0.02,
    "agent": 0.03,
    "your_ai": 0.03
   }
  },
  {
   "co": "Signal AI",
   "d": "2020-02-19",
   "k": "launch",
   "t": "AIQ",
   "desc": "Next-generation proprietary AI engine powering Signal AI's media monitoring and market intelligence platform.",
   "ai_quote": "Signal AI Introduces the Next Generation of Artificial Intelligence With the Launch of AIQ",
   "src": "https://martechseries.com/predictive-ai/ai-platforms-machine-learning/signal-ai-introduces-next-generation-artificial-intelligence-launch-aiq/",
   "srcname": "MarTech Series (syndicated press release)",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.52,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.12,
    "chat_app": 0.09,
    "opportunities": 0.08,
    "agent": 0.06,
    "your_ai": 0.03
   }
  },
  {
   "co": "Signal AI",
   "d": "2020-02-19",
   "k": "launch",
   "t": "Briefings",
   "desc": "First AIQ-powered feature; clusters and ranks high-volume news into a manageable briefing email.",
   "ai_quote": "uses AI technologies to cluster and rank the content in high volume news scenarios",
   "src": "https://martechseries.com/predictive-ai/ai-platforms-machine-learning/signal-ai-introduces-next-generation-artificial-intelligence-launch-aiq/",
   "srcname": "MarTech Series (syndicated press release)",
   "conf": "high",
   "steps": [
    "coverage_ai"
   ],
   "p": {
    "coverage_ai": 0.6,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.07,
    "chat_app": 0.02,
    "opportunities": 0.05,
    "agent": 0.08,
    "your_ai": 0.02
   }
  },
  {
   "co": "Talkwalker",
   "d": "2021-09-28",
   "k": "announce",
   "t": "Market, Customer and Social Intelligence products on Blue Silk™ AI",
   "desc": "Talkwalker's core AI engine, combining internal and external data sources for consumer intelligence, tied to its Market/Customer/Social Intelligence product launch.",
   "ai_quote": "the platform combines a multitude of internal and external data sources with AI powered by Blue Silk™ technology",
   "src": "https://www.prnewswire.com/news-releases/talkwalker-accelerates-brands-to-actionable-consumer-intelligence-301386323.html",
   "srcname": "PR Newswire (Talkwalker)",
   "conf": "med",
   "steps": [],
   "p": {
    "coverage_ai": 0.55,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.05,
    "chat_app": 0.11,
    "opportunities": 0.05,
    "agent": 0.05,
    "your_ai": 0.03
   }
  },
  {
   "co": "PublicRelay",
   "d": "2022-02-01",
   "k": "announce",
   "t": "StormWatch",
   "desc": "AI alerts giving advance notice that an article is about to go viral on social media, for a brand or its competitors.",
   "ai_quote": "made possible by recent developments in artificial intelligence",
   "src": "https://www.prnewswire.com/news-releases/publicrelay-launches-industry-first-predictive-analytics-offering-301472250.html",
   "srcname": "PR Newswire",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.27,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.03,
    "chat_app": 0.02,
    "opportunities": 0.02,
    "agent": 0.04,
    "your_ai": 0.02
   }
  },
  {
   "co": "PublicRelay",
   "d": "2022-02-01",
   "k": "announce",
   "t": "Competitive Predictor",
   "desc": "Analyzes media coverage to predict what messages competitors will focus on next and which reporters they'll target.",
   "ai_quote": "made possible by recent developments in artificial intelligence",
   "src": "https://www.prnewswire.com/news-releases/publicrelay-launches-industry-first-predictive-analytics-offering-301472250.html",
   "srcname": "PR Newswire",
   "conf": "high",
   "steps": [
    "coverage_ai"
   ],
   "p": {
    "coverage_ai": 0.68,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.14,
    "chat_app": 0.03,
    "opportunities": 0.07,
    "agent": 0.05,
    "your_ai": 0.03
   }
  },
  {
   "co": "Intelligent Relations",
   "d": "2022-02-24",
   "k": "announce",
   "t": "AI-driven PR platform (GPT pitch generation)",
   "desc": "Reads millions of online news articles and generates contextually relevant media pitches for clients.",
   "ai_quote": "Intelligent Relations uses artificial intelligence and GPT-powered text generation to augment and improve a variety of PR functions",
   "src": "https://markets.financialcontent.com/thepilotnews/article/accesswire-2022-2-24-ai-powered-martech-startup-intelligent-relations-announces-acquisition-of-net-positive-agency",
   "srcname": "AccessWire (via FinancialContent)",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.06,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.61,
    "chat_app": 0.05,
    "opportunities": 0.22,
    "agent": 0.65,
    "your_ai": 0.03
   }
  },
  {
   "co": "Semrush AI PR Toolkit",
   "d": "2022-05-13",
   "k": "launch",
   "t": "AI Media Monitoring (sentiment analysis)",
   "desc": "Media monitoring tool that uses AI to evaluate sentiment, context, and 15+ other factors on PR mentions and generates alerts.",
   "ai_quote": "Using artificial intelligence (AI), this tool looks at the sentiment, context and over 15 other aspects of PR hits",
   "src": "https://www.semrush.com/news/243010-conveniently-track-mentions-with-prowlys-new-media-monitoring/",
   "srcname": "Semrush News (Prowly)",
   "conf": "high",
   "steps": [
    "coverage_ai"
   ],
   "p": {
    "coverage_ai": 0.94,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.03,
    "chat_app": 0.02,
    "opportunities": 0.02,
    "agent": 0.05,
    "your_ai": 0.02
   }
  },
  {
   "co": "Feedly AI",
   "d": "2022-06-29",
   "k": "announce",
   "t": "Feedly AI (track topics, companies and trends)",
   "desc": "An AI engine that gathers, analyzes and prioritizes intelligence from millions of sources to track specific topics and trends.",
   "ai_quote": "an AI engine, called Feedly AI, that automatically gathers, analyzes, and prioritizes intelligence from millions of sources in real-time",
   "src": "https://feedly.com/new-features/posts/track-specific-topics-and-trends-with-feedly-ai",
   "srcname": "Feedly (vendor blog)",
   "conf": "high",
   "steps": [
    "coverage_ai"
   ],
   "p": {
    "coverage_ai": 0.8,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.05,
    "chat_app": 0.03,
    "opportunities": 0.09,
    "agent": 0.08,
    "your_ai": 0.03
   }
  },
  {
   "co": "Meltwater",
   "d": "2022-09-13",
   "k": "announce",
   "t": "Visual Listening",
   "desc": "In-house computer-vision model classifies images across platforms to detect logos, celebrities, memes and emotions.",
   "ai_quote": "Using state-of-the-art, deep learning techniques, Meltwater's in-house computer vision model ingests and classifies images",
   "src": "https://www.meltwater.com/en/about/press-releases/meltwater-announces-ai-powered-visual-listening-and-company-search",
   "srcname": "Meltwater press release",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.15,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.02,
    "opportunities": 0.03,
    "agent": 0.03,
    "your_ai": 0.02
   }
  },
  {
   "co": "Talkwalker",
   "d": "2022-11-30",
   "k": "announce",
   "t": "Blue Silk™ Insight",
   "desc": "LLM-powered feature that auto-summarizes thousands of customer support emails, reviews, and CSAT surveys into concise insights.",
   "ai_quote": "Validate business hypotheses in real time with automatic AI-generated insights.",
   "src": "https://26552728.fs1.hubspotusercontent-eu1.net/hubfs/26552728/Website/Assets/press-releases/mkt-4411-llm-press-release--3.pdf",
   "srcname": "Talkwalker press release (PDF)",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.21,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.16,
    "opportunities": 0.02,
    "agent": 0.03,
    "your_ai": 0.03
   }
  },
  {
   "co": "Talkwalker",
   "d": "2022-11-30",
   "k": "announce",
   "t": "1-Click AI Classifier",
   "desc": "LLM-powered feature that segments and categorizes millions of social conversations from a plain-language description of desired topics.",
   "ai_quote": "Talkwalker's pioneering innovations use cutting edge large language models, automation and AI to do the hard work behind the scenes",
   "src": "https://26552728.fs1.hubspotusercontent-eu1.net/hubfs/26552728/Website/Assets/press-releases/mkt-4411-llm-press-release--3.pdf",
   "srcname": "Talkwalker press release (PDF)",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.47,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.04,
    "chat_app": 0.1,
    "opportunities": 0.03,
    "agent": 0.04,
    "your_ai": 0.03
   }
  },
  {
   "co": "Agility PR",
   "d": "2023-01-19",
   "k": "launch",
   "t": "PR CoPilot",
   "desc": "AI writing assistant built into the Agility platform that drafts press releases and media pitches from user-supplied key messages.",
   "ai_quote": "the first AI writing assistant built natively into a fully integrated PR platform",
   "src": "https://investor.innodata.com/news/news-details/2023/Innodata-Subsidiary-Agility-PR-Solutions-Launches-Industry-First-Generative-AI-Solution-for-Press-Release-and-Media-Pitch-Creation-01-19-2023/default.aspx",
   "srcname": "Innodata Investor Relations (wire release)",
   "conf": "high",
   "steps": [
    "pitch_writing",
    "release_writing"
   ],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.04,
    "chat_app": 0.54,
    "opportunities": 0.02,
    "agent": 0.07,
    "your_ai": 0.02
   }
  },
  {
   "co": "Meltwater",
   "d": "2023-02-01",
   "k": "beta",
   "t": "Discovery Insight Assistant (beta)",
   "desc": "AI insight assistant (beta) in the Radarly/consumer-insights product, auto-running proprietary algorithms on datasets to surface consumer/market trends analysts might miss.",
   "ai_quote": "our new AI-based Insight Assistant",
   "src": "https://www.meltwater.com/en/blog/introducing-discovery-ai-assistant",
   "srcname": "Meltwater blog",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.27,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.03,
    "chat_app": 0.32,
    "opportunities": 0.15,
    "agent": 0.07,
    "your_ai": 0.03
   }
  },
  {
   "co": "Agility PR",
   "d": "2023-03-02",
   "k": "announce",
   "t": "Multi-language PR CoPilot",
   "desc": "PR CoPilot expanded to generate press releases in 13 languages, including cross-language drafting from key messages.",
   "ai_quote": "AI-powered writing assistant expanded to support press release generation in 13 languages",
   "src": "https://www.agilitypr.com/agility-support-news/february-2023/",
   "srcname": "Agility PR Solutions (product changelog)",
   "conf": "high",
   "steps": [
    "release_writing"
   ],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.23,
    "opportunities": 0.02,
    "agent": 0.07,
    "your_ai": 0.03
   }
  },
  {
   "co": "Propel",
   "d": "2023-03-08",
   "k": "launch",
   "t": "AMIGA",
   "desc": "End-to-end AI assistant generating personalized pitch and press release drafts, trained on Propel's proprietary PR dataset.",
   "ai_quote": "the world's first AI-powered assistant for public relations",
   "src": "https://propel-ai.com/newsroom/propel-ushers-in-new-era-for-comms-with-launch-of-amiga-the-first-end-to-end-ai-assistant-for-pr",
   "srcname": "Propel AI Newsroom",
   "conf": "high",
   "steps": [
    "pitch_writing",
    "release_writing"
   ],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.07,
    "chat_app": 0.45,
    "opportunities": 0.05,
    "agent": 0.38,
    "your_ai": 0.04
   }
  },
  {
   "co": "Intelligent Relations",
   "d": "2023-03-13",
   "k": "beta",
   "t": "Intelligent Relations PR Platform",
   "desc": "Self-serve PR platform for non-PR professionals that spots news trends and recommends story ideas and media outlets.",
   "ai_quote": "Powered by a proprietary artificial intelligence engine ... features that identify news trends and recommend story ideas and media outlets",
   "src": "https://finance.yahoo.com/news/intelligent-relations-ai-powered-pr-140000905.html",
   "srcname": "AccessWire (via Yahoo Finance)",
   "conf": "high",
   "steps": [
    "pitch_writing",
    "lists",
    "opportunities"
   ],
   "p": {
    "coverage_ai": 0.1,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.9,
    "chat_app": 0.07,
    "opportunities": 0.93,
    "agent": 0.64,
    "your_ai": 0.02
   }
  },
  {
   "co": "JustReachOut",
   "d": "2023-03-14",
   "k": "announce",
   "t": "AI email engine / AI for PR pitch engine",
   "desc": "AI assistant reads a target journalist's past articles and drafts a personalized pitch email referencing their work.",
   "ai_quote": "our new AI email engine... using AI to quickly find hundreds of journalists",
   "src": "https://blog.justreachout.io/ai-for-pr-integration/",
   "srcname": "JustReachOut Blog",
   "conf": "high",
   "steps": [
    "pitch_writing"
   ],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.38,
    "chat_app": 0.14,
    "opportunities": 0.1,
    "agent": 0.39,
    "your_ai": 0.03
   }
  },
  {
   "co": "Notified",
   "d": "2023-04",
   "k": "announce",
   "t": "GlobeNewswire AI Press Release Generator",
   "desc": "Generates press release drafts inside GlobeNewswire; built on Microsoft Azure OpenAI.",
   "ai_quote": "Notified Announces Industry-Leading GlobeNewswire AI Press Release Generator",
   "src": "https://www.globenewswire.com/en/news-release/2023/03/16/2628810/0/en/Notified-Announces-Industry-Leading-GlobeNewswire-AI-Press-Release-Generator.html",
   "srcname": "GlobeNewswire",
   "conf": "high",
   "steps": [
    "release_writing"
   ],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.03,
    "chat_app": 0.1,
    "opportunities": 0.02,
    "agent": 0.08,
    "your_ai": 0.03
   }
  },
  {
   "co": "Muck Rack",
   "d": "2023-04-06",
   "k": "launch",
   "t": "PressPal.ai",
   "desc": "AI tool that drafts a press release from a prompt and surfaces relevant journalists based on that release's keywords.",
   "ai_quote": "We believe generative AI is a powerful tool that should be part of any PR professional's toolkit",
   "src": "https://aithority.com/machine-learning/muck-rack-launches-presspal-ai-an-ai-powered-tool-that-surfaces-relevant-journalists-based-on-press-release-keywords/",
   "srcname": "AiThority (syndicated BusinessWire release)",
   "conf": "high",
   "steps": [
    "pitch_writing",
    "release_writing",
    "lists"
   ],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.89,
    "chat_app": 0.15,
    "opportunities": 0.09,
    "agent": 0.1,
    "your_ai": 0.03
   }
  },
  {
   "co": "Propel",
   "d": "2023-05-05",
   "k": "launch",
   "t": "AI Media List Builder",
   "desc": "AI-powered media database that auto-suggests the most relevant journalists to pitch based on a press release, keywords, or company name.",
   "ai_quote": "the world's first AI powered media database, powered by its Artificial Media Intelligence Generator Assistant (Amiga)",
   "src": "https://www.martechcube.com/propel-launches-ai-media-list-builder-for-more-precise-pr-outreach/",
   "srcname": "MarTech Cube",
   "conf": "med",
   "steps": [
    "lists"
   ],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.98,
    "chat_app": 0.11,
    "opportunities": 0.12,
    "agent": 0.12,
    "your_ai": 0.03
   }
  },
  {
   "co": "PressPilot",
   "d": "2023-05-16",
   "k": "launch",
   "t": "AI press release writing",
   "desc": "AI generates a complete, journalist-ready press release from a short description of the news.",
   "ai_quote": "write a press release with AI",
   "src": "https://www.producthunt.com/products/presspilot",
   "srcname": "Product Hunt",
   "conf": "med",
   "steps": [
    "release_writing"
   ],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.08,
    "opportunities": 0.02,
    "agent": 0.08,
    "your_ai": 0.03
   }
  },
  {
   "co": "Brandwatch",
   "d": "2023-05-17",
   "k": "announce",
   "t": "Iris conversation insights",
   "desc": "GPT-powered feature producing natural-language summaries of themes and trends within raw conversation data.",
   "ai_quote": "tapping into recent advances in GPT technology",
   "src": "https://www.brandwatch.com/press/press-releases/brandwatch-expands-its-ai-engine-iris-with-latest-gpt-tech/",
   "srcname": "Brandwatch press release",
   "conf": "high",
   "steps": [
    "coverage_ai"
   ],
   "p": {
    "coverage_ai": 0.95,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.19,
    "opportunities": 0.09,
    "agent": 0.03,
    "your_ai": 0.03
   }
  },
  {
   "co": "Brandwatch",
   "d": "2023-05-17",
   "k": "announce",
   "t": "Iris writing assistant",
   "desc": "GPT-powered writing tool handling post generation, reply drafting, and spelling/grammar/length checks for social content.",
   "ai_quote": "tapping into recent advances in GPT technology",
   "src": "https://www.brandwatch.com/press/press-releases/brandwatch-expands-its-ai-engine-iris-with-latest-gpt-tech/",
   "srcname": "Brandwatch press release",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.17,
    "opportunities": 0.02,
    "agent": 0.08,
    "your_ai": 0.03
   }
  },
  {
   "co": "Brandwatch",
   "d": "2023-05-17",
   "k": "announce",
   "t": "Iris content insights",
   "desc": "AI-generated metrics and themes describing the performance of owned and competitor social content.",
   "ai_quote": "provides AI-generated metrics and themes behind owned and competitor content",
   "src": "https://www.brandwatch.com/press/press-releases/brandwatch-expands-its-ai-engine-iris-with-latest-gpt-tech/",
   "srcname": "Brandwatch press release",
   "conf": "high",
   "steps": [
    "coverage_ai"
   ],
   "p": {
    "coverage_ai": 0.82,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.04,
    "opportunities": 0.03,
    "agent": 0.03,
    "your_ai": 0.03
   }
  },
  {
   "co": "Meltwater",
   "d": "2023-05-22",
   "k": "announce",
   "t": "AI Writing Assistant",
   "desc": "Drafts social media post copy using OpenAI's GPT model to speed up content creation.",
   "ai_quote": "Powered by OpenAI's GPT model, this intuitive tool boosts productivity and creativity",
   "src": "https://www.thecanadianpressnews.ca/globenewswire_press_releases/meltwater-delivers-the-future-of-media-social-and-consumer-intelligence-through-its-industry-leading-ai/article_8e0811bd-d670-58b0-99ae-d383833faabf.html",
   "srcname": "GlobeNewswire (mirrored via The Canadian Press)",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.11,
    "opportunities": 0.02,
    "agent": 0.04,
    "your_ai": 0.03
   }
  },
  {
   "co": "Meltwater",
   "d": "2023-05-22",
   "k": "announce",
   "t": "Video Analysis",
   "desc": "Uses computer vision to identify logos, celebrities, scenes and objects inside social video content.",
   "ai_quote": "through advanced computer vision which identifies logos, celebrities, scenes and objects",
   "src": "https://www.thecanadianpressnews.ca/globenewswire_press_releases/meltwater-delivers-the-future-of-media-social-and-consumer-intelligence-through-its-industry-leading-ai/article_8e0811bd-d670-58b0-99ae-d383833faabf.html",
   "srcname": "GlobeNewswire (mirrored via The Canadian Press)",
   "conf": "low",
   "steps": [],
   "p": {
    "coverage_ai": 0.07,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.02,
    "opportunities": 0.02,
    "agent": 0.02,
    "your_ai": 0.02
   }
  },
  {
   "co": "OnePitch",
   "d": "2023-06",
   "k": "launch",
   "t": "AI media lists",
   "desc": "OnePitch's homepage offers AI-built media lists; absent from the 30 May 2023 capture.",
   "ai_quote": "using AI to deliver a precise media list",
   "src": "https://web.archive.org/web/20230612220955/https://onepitch.co/",
   "srcname": "OnePitch homepage, June 2023 capture",
   "conf": "high",
   "steps": [
    "lists"
   ],
   "p": {},
   "from": "override"
  },
  {
   "co": "Podchaser",
   "d": "2023-06-08",
   "k": "announce",
   "t": "Collections+",
   "desc": "AI-powered tool that automatically sorts podcasts into verticals/collections for advertiser targeting, beyond manual classification.",
   "ai_quote": "The data is then synthesized using AI models, sorting podcasts into verticals based on all available data points.",
   "src": "https://podnews.net/press-release/podchaser-collections",
   "srcname": "Podnews",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.15,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.24,
    "chat_app": 0.02,
    "opportunities": 0.02,
    "agent": 0.03,
    "your_ai": 0.03
   }
  },
  {
   "co": "Meltwater",
   "d": "2023-06-21",
   "k": "announce",
   "t": "PR Assistant (AI Press Release Generator)",
   "desc": "ChatGPT-powered tool drafts press releases and personalized journalist pitches from basic prompts.",
   "ai_quote": "a new ChatGPT-powered generative AI feature that helps PR executives to write impactful media pitches and press releases",
   "src": "https://www.meltwater.com/en/press-releases/meltwater-announces-new-ai-powered-assistants-summaries-analysis-at-meltwater-summit",
   "srcname": "Meltwater blog",
   "conf": "high",
   "steps": [
    "pitch_writing",
    "release_writing"
   ],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.04,
    "chat_app": 0.42,
    "opportunities": 0.03,
    "agent": 0.09,
    "your_ai": 0.04
   }
  },
  {
   "co": "Meltwater",
   "d": "2023-06-21",
   "k": "announce",
   "t": "DALL-E Integration (Writing Assistant images)",
   "desc": "Adds DALL-E-generated royalty-free images to posts drafted in the AI Writing Assistant.",
   "ai_quote": "new AI-powered assistants, summaries and analysis",
   "src": "https://www.meltwater.com/en/press-releases/meltwater-announces-new-ai-powered-assistants-summaries-analysis-at-meltwater-summit",
   "srcname": "Meltwater press release",
   "conf": "med",
   "steps": [],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.05,
    "opportunities": 0.02,
    "agent": 0.04,
    "your_ai": 0.03
   }
  },
  {
   "co": "Meltwater",
   "d": "2023-06-21",
   "k": "announce",
   "t": "Content Summarization",
   "desc": "Automatically groups thousands of news articles and social shares into a handful of key themes.",
   "ai_quote": "New advancements in AI summaries and analysis include the launch of content summarization",
   "src": "https://www.meltwater.com/en/press-releases/meltwater-announces-new-ai-powered-assistants-summaries-analysis-at-meltwater-summit",
   "srcname": "Meltwater press release",
   "conf": "high",
   "steps": [
    "coverage_ai"
   ],
   "p": {
    "coverage_ai": 0.95,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.03,
    "opportunities": 0.06,
    "agent": 0.03,
    "your_ai": 0.02
   }
  },
  {
   "co": "Meltwater",
   "d": "2023-06-21",
   "k": "announce",
   "t": "Spike Analysis",
   "desc": "Automatically surfaces the reasoning behind spikes in brand or topic mention volume.",
   "ai_quote": "New advancements in AI summaries and analysis include...spike analysis",
   "src": "https://www.meltwater.com/en/press-releases/meltwater-announces-new-ai-powered-assistants-summaries-analysis-at-meltwater-summit",
   "srcname": "Meltwater press release",
   "conf": "high",
   "steps": [
    "coverage_ai"
   ],
   "p": {
    "coverage_ai": 0.66,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.03,
    "chat_app": 0.05,
    "opportunities": 0.05,
    "agent": 0.04,
    "your_ai": 0.03
   }
  },
  {
   "co": "Meltwater",
   "d": "2023-06-21",
   "k": "announce",
   "t": "Visual Search (influencer search)",
   "desc": "Finds influencers/creators by searching for visual elements within their content.",
   "ai_quote": "enabled by Meltwater's advanced AI image analysis, an industry-first innovation",
   "src": "https://www.meltwater.com/en/press-releases/meltwater-announces-new-ai-powered-assistants-summaries-analysis-at-meltwater-summit",
   "srcname": "Meltwater press release",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.19,
    "chat_app": 0.02,
    "opportunities": 0.03,
    "agent": 0.04,
    "your_ai": 0.02
   }
  },
  {
   "co": "Talkwalker",
   "d": "2023-07-03",
   "k": "announce",
   "t": "Yeti",
   "desc": "Chat-based GPT assistant for querying Talkwalker's consumer intelligence platform, unveiled with the company's redesigned website.",
   "ai_quote": "Yeti, a GPT assistant powered by AI that forever changes the landscape of Consumer Intelligence work",
   "src": "https://www.talkwalker.com/blog/talkwalker-new-website-yeti-gpt-assistant",
   "srcname": "Talkwalker blog",
   "conf": "high",
   "steps": [
    "chat_app"
   ],
   "p": {
    "coverage_ai": 0.06,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.04,
    "chat_app": 0.92,
    "opportunities": 0.04,
    "agent": 0.06,
    "your_ai": 0.06
   }
  },
  {
   "co": "Cision / CisionOne",
   "d": "2023-07-11",
   "k": "launch",
   "t": "CisionOne Monitoring (AI models)",
   "desc": "Media monitoring module powered by Cision's proprietary AI models trained on its media dataset.",
   "ai_quote": "Powered by Cision's proprietary artificial intelligence (AI) models",
   "src": "https://www.prnewswire.com/il/news-releases/cision-revolutionises-the-pr--comms-industry-with-launch-of-ai-powered-platform-cisionone-301873320.html",
   "srcname": "PR Newswire",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.52,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.05,
    "chat_app": 0.04,
    "opportunities": 0.03,
    "agent": 0.05,
    "your_ai": 0.03
   }
  },
  {
   "co": "Cision / CisionOne",
   "d": "2023-07-11",
   "k": "launch",
   "t": "Brand Risk Score",
   "desc": "Scores media mentions to instantly surface potentially harmful content (hate speech, fake news, controversy, sarcasm, spam).",
   "ai_quote": "Powered by Cision's proprietary artificial intelligence (AI) models",
   "src": "https://www.prnewswire.com/il/news-releases/cision-revolutionises-the-pr--comms-industry-with-launch-of-ai-powered-platform-cisionone-301873320.html",
   "srcname": "PR Newswire (UK release)",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.56,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.03,
    "chat_app": 0.02,
    "opportunities": 0.02,
    "agent": 0.03,
    "your_ai": 0.03
   }
  },
  {
   "co": "Cision / CisionOne",
   "d": "2023-07-11",
   "k": "announce",
   "t": "Narrative Tracking",
   "desc": "Brings social and earned media into a single strategic view of the coverage shaping public opinion and its influencers.",
   "ai_quote": "Powered by Cision's proprietary artificial intelligence (AI) models",
   "src": "https://www.prnewswire.com/il/news-releases/cision-revolutionises-the-pr--comms-industry-with-launch-of-ai-powered-platform-cisionone-301873320.html",
   "srcname": "PR Newswire (UK release)",
   "conf": "med",
   "steps": [],
   "p": {
    "coverage_ai": 0.48,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.07,
    "chat_app": 0.03,
    "opportunities": 0.05,
    "agent": 0.05,
    "your_ai": 0.03
   }
  },
  {
   "co": "Cision / CisionOne",
   "d": "2023-07-11",
   "k": "announce",
   "t": "Stance",
   "desc": "Proprietary alternative to sentiment analysis that contextualizes media conversations and uncovers intent behind coverage.",
   "ai_quote": "Powered by Cision's proprietary artificial intelligence (AI) models",
   "src": "https://www.prnewswire.com/il/news-releases/cision-revolutionises-the-pr--comms-industry-with-launch-of-ai-powered-platform-cisionone-301873320.html",
   "srcname": "PR Newswire (UK release)",
   "conf": "med",
   "steps": [
    "coverage_ai"
   ],
   "p": {
    "coverage_ai": 0.86,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.04,
    "chat_app": 0.03,
    "opportunities": 0.03,
    "agent": 0.04,
    "your_ai": 0.03
   }
  },
  {
   "co": "Cision / CisionOne",
   "d": "2023-07-11",
   "k": "launch",
   "t": "CisionOne Outreach",
   "desc": "Media/journalist database combining AI-driven and human-validated research to help users find and pitch journalists.",
   "ai_quote": "the first media database to combine both AI and human-validated research methodologies",
   "src": "https://www.prnewswire.com/il/news-releases/cision-revolutionises-the-pr--comms-industry-with-launch-of-ai-powered-platform-cisionone-301873320.html",
   "srcname": "PR Newswire (UK release)",
   "conf": "high",
   "steps": [
    "lists"
   ],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.92,
    "chat_app": 0.03,
    "opportunities": 0.11,
    "agent": 0.09,
    "your_ai": 0.02
   }
  },
  {
   "co": "Brand24",
   "d": "2023-07-21",
   "k": "beta",
   "t": "AI Insights (launched as AI Reports)",
   "desc": "AI-generated report with charts, metrics, trend analysis and recommendations built from processed mention data, then in beta.",
   "ai_quote": "document generated by artificial intelligence algorithms",
   "src": "https://brand24.com/blog/ai-reports/",
   "srcname": "Brand24",
   "conf": "med",
   "steps": [
    "coverage_ai"
   ],
   "p": {
    "coverage_ai": 0.96,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.05,
    "opportunities": 0.06,
    "agent": 0.05,
    "your_ai": 0.03
   }
  },
  {
   "co": "BuzzSumo",
   "d": "2023-08-01",
   "k": "beta",
   "t": "AI Assisted Pitches",
   "desc": "Generative-AI tool inside the Media/Journalist Database that writes and structures a pitch email from a simple prompt.",
   "ai_quote": "Use the power of AI to help write and structure your pitch with just a simple prompt.",
   "src": "https://buzzsumo.com/blog/buzzsumo-journalist-database/",
   "srcname": "BuzzSumo blog",
   "conf": "high",
   "steps": [
    "pitch_writing"
   ],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.04,
    "chat_app": 0.23,
    "opportunities": 0.04,
    "agent": 0.09,
    "your_ai": 0.02
   }
  },
  {
   "co": "Signal AI",
   "d": "2023-08-16",
   "k": "launch",
   "t": "Topic Analysis",
   "desc": "AI identifies topics linked to an organization, with relevance and sentiment, to find narrative whitespace.",
   "ai_quote": "Signal AI's proven artificial intelligence model analyzes a tremendous volume of unstructured data",
   "src": "https://signal-ai.com/insights/post/say-this-not-that-new-signal-ai-feature-promises-to-eliminate-the-narrative-guesswork-of-pr-and-comms",
   "srcname": "Signal AI",
   "conf": "high",
   "steps": [
    "coverage_ai"
   ],
   "p": {
    "coverage_ai": 0.93,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.06,
    "chat_app": 0.03,
    "opportunities": 0.43,
    "agent": 0.04,
    "your_ai": 0.04
   }
  },
  {
   "co": "Semrush AI PR Toolkit",
   "d": "2023-09",
   "k": "launch",
   "t": "AI press release drafting (live-generated questions)",
   "desc": "Prowly's first AI feature: a sequence of AI-generated follow-up questions used to produce a press release draft.",
   "ai_quote": "Our first AI feature, launched in September 2023, was actually a sequence of live-generated questions",
   "src": "https://journal.prowly.com/312401-prowlys-new-approach-to-writing-press-releases-with-ai",
   "srcname": "Prowly Journal",
   "conf": "med",
   "steps": [
    "release_writing"
   ],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.03,
    "chat_app": 0.44,
    "opportunities": 0.02,
    "agent": 0.11,
    "your_ai": 0.02
   }
  },
  {
   "co": "Signal AI",
   "d": "2023-09-13",
   "k": "beta",
   "t": "AIQ Summary",
   "desc": "Generative AI feature (beta at launch) that turns chart/graph data into a short plain-language written summary.",
   "ai_quote": "generative artificial intelligence to decipher metrics and deliver clear, concise synopses",
   "src": "https://signal-ai.com/insights/new-generative-ai-feature-demystifies-data-science-for-pr-and-comms-professionals/",
   "srcname": "Signal AI blog",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.11,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.06,
    "opportunities": 0.02,
    "agent": 0.02,
    "your_ai": 0.02
   }
  },
  {
   "co": "Podchaser",
   "d": "2023-09-28",
   "k": "announce",
   "t": "Predictive Demographics",
   "desc": "Predictive language modeling that analyzes a podcast's spoken language to predict its audience's age and gender.",
   "ai_quote": "Podchaser uses AI, as opposed to first-party data, to analyze the language spoken within a podcast to predict the age and gender",
   "src": "https://www.marketingdive.com/press-release/20230928-podchaser-launches-industry-first-predictive-language-modeling/",
   "srcname": "Marketing Dive (press release)",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.1,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.03,
    "chat_app": 0.02,
    "opportunities": 0.01,
    "agent": 0.02,
    "your_ai": 0.03
   }
  },
  {
   "co": "Determ",
   "d": "2023-10-09",
   "k": "announce",
   "t": "Synthia",
   "desc": "AI assistant powered by the ChatGPT API that summarizes mentions, sentiment, and tone of voice across Determ's dashboard, Feed, and Reports.",
   "ai_quote": "Built with ChatGPT API, the industry-leading natural-language AI system from OpenAI",
   "src": "https://determ.com/blog/ai-assistant-synthia/",
   "srcname": "Determ",
   "conf": "high",
   "steps": [
    "coverage_ai",
    "chat_app"
   ],
   "p": {
    "coverage_ai": 0.83,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.8,
    "opportunities": 0.02,
    "agent": 0.05,
    "your_ai": 0.04
   }
  },
  {
   "co": "Podchaser",
   "d": "2023-10-12",
   "k": "announce",
   "t": "Airchecks",
   "desc": "Scans podcast episode audio to flag ad reads, brand mentions and competitor mentions for campaign verification.",
   "ai_quote": "leverages a sophisticated machine learning algorithm to identify keywords and patterns in the audio waveform",
   "src": "https://podnews.net/press-release/podchaser-airchecks",
   "srcname": "Podnews",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.17,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.02,
    "opportunities": 0.01,
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    "your_ai": 0.03
   }
  },
  {
   "co": "BuzzSumo",
   "d": "2023-10-17",
   "k": "launch",
   "t": "Media Database",
   "desc": "AI-powered database of 700,000+ journalists across 7,000 outlets, integrated with BuzzSumo's content index for PR research and pitching.",
   "ai_quote": "an artificial intelligence-powered media database",
   "src": "http://web.archive.org/web/20250725043818/https://www.prweek.com/article/1841849/buzzsumo-launches-ai-powered-media-database",
   "srcname": "PR Week (via Wayback Machine)",
   "conf": "high",
   "steps": [
    "lists"
   ],
   "p": {
    "coverage_ai": 0.06,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.72,
    "chat_app": 0.05,
    "opportunities": 0.25,
    "agent": 0.17,
    "your_ai": 0.03
   }
  },
  {
   "co": "Muck Rack",
   "d": "2023-10-25",
   "k": "launch",
   "t": "Recommended Journalists",
   "desc": "Generates a tailored five-contact list of journalists to add to a media list from Muck Rack's media database.",
   "ai_quote": "powered by a proprietary AI model that harnesses the highest quality data on the people and stories",
   "src": "https://muckrack.com/blog/2023/10/25/ai-powered-features-media-relations-and-media-monitoring",
   "srcname": "Muck Rack Blog (verified via LinkedIn repost; direct fetch Cloudflare-blocked)",
   "conf": "med",
   "steps": [
    "lists"
   ],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.96,
    "chat_app": 0.05,
    "opportunities": 0.09,
    "agent": 0.06,
    "your_ai": 0.03
   }
  },
  {
   "co": "Propel",
   "d": "2023-10-31",
   "k": "launch",
   "t": "AI Media War Room",
   "desc": "Tool combining Propel's monitoring technology with AI to flag biased media coverage and help generate rebuttal outreach.",
   "ai_quote": "combines the company's cutting edge monitoring technology with its AI capabilities to expose biased reporting",
   "src": "https://nocamels.com/2023/10/ai-firm-unveils-new-tech-to-counter-anti-israel-media-bias/",
   "srcname": "NoCamels",
   "conf": "med",
   "steps": [],
   "p": {
    "coverage_ai": 0.54,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.05,
    "chat_app": 0.08,
    "opportunities": 0.03,
    "agent": 0.21,
    "your_ai": 0.03
   }
  },
  {
   "co": "Talkwalker",
   "d": "2023-11-02",
   "k": "announce",
   "t": "Blue Silk™ GPT",
   "desc": "Generative AI layer making Talkwalker's social data directly accessible without Booleans, dashboards, or analysts.",
   "ai_quote": "Leveraging our in-house LLM's and Generative AI, Talkwalker is at the forefront of data democratization",
   "src": "https://www.prnewswire.com/news-releases/talkwalker-announces-the-next-generation-of-social-listening-301976130.html",
   "srcname": "PR Newswire (Talkwalker)",
   "conf": "high",
   "steps": [
    "chat_app"
   ],
   "p": {
    "coverage_ai": 0.38,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.04,
    "chat_app": 0.88,
    "opportunities": 0.04,
    "agent": 0.08,
    "your_ai": 0.12
   }
  },
  {
   "co": "Talkwalker",
   "d": "2023-11-02",
   "k": "announce",
   "t": "Yeti - Data Insights",
   "desc": "Yeti capability that auto-generates quick summaries of brand activity, consumer pain points, and potential crises.",
   "ai_quote": "our Yeti - Data Insights provides quick summaries of brand activities, highlighting consumer pain points, potential crises",
   "src": "https://www.prnewswire.com/news-releases/talkwalker-announces-the-next-generation-of-social-listening-301976130.html",
   "srcname": "PR Newswire (Talkwalker)",
   "conf": "high",
   "steps": [
    "coverage_ai"
   ],
   "p": {
    "coverage_ai": 0.93,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.2,
    "opportunities": 0.04,
    "agent": 0.05,
    "your_ai": 0.04
   }
  },
  {
   "co": "Talkwalker",
   "d": "2023-11-02",
   "k": "announce",
   "t": "AI-Summaries",
   "desc": "AI-generated summaries embedded across Talkwalker reports, alerts, and the platform to surface key points from large volumes of posts.",
   "ai_quote": "AI-Summaries have been included in reports, alerts, and across the platform, providing users with easily understandable insights",
   "src": "https://www.prnewswire.com/news-releases/talkwalker-announces-the-next-generation-of-social-listening-301976130.html",
   "srcname": "PR Newswire (Talkwalker)",
   "conf": "high",
   "steps": [
    "coverage_ai"
   ],
   "p": {
    "coverage_ai": 0.96,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.07,
    "opportunities": 0.02,
    "agent": 0.02,
    "your_ai": 0.02
   }
  },
  {
   "co": "NewsWhip",
   "d": "2023-11-15",
   "k": "announce",
   "t": "AI Digest",
   "desc": "GPT-powered email digest that summarizes top articles into themes and an executive summary for a monitored topic.",
   "ai_quote": "combining the dependability of our trusted data with the speed of GPT insights",
   "src": "https://www.newswhip.com/2023/11/stay-ahead-and-save-time-with-newswhips-ai-digest/",
   "srcname": "NewsWhip",
   "conf": "high",
   "steps": [
    "coverage_ai"
   ],
   "p": {
    "coverage_ai": 0.96,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.03,
    "chat_app": 0.04,
    "opportunities": 0.06,
    "agent": 0.09,
    "your_ai": 0.04
   }
  },
  {
   "co": "PressPulse",
   "d": "2023-12",
   "k": "launch",
   "t": "AI-powered HARO opportunity matching (GPT-4 powered)",
   "desc": "Uses GPT-4 to analyze journalist source requests and surface personalized, matched HARO opportunities for the user's profile.",
   "ai_quote": "Our GPT-4 powered AI finds your personalized matches with 96% less spam than HARO emails.",
   "src": "https://web.archive.org/web/20231213213335/https://www.presspulse.ai/",
   "srcname": "PressPulse.ai (via Wayback Machine)",
   "conf": "med",
   "steps": [
    "opportunities"
   ],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.47,
    "chat_app": 0.06,
    "opportunities": 0.97,
    "agent": 0.32,
    "your_ai": 0.03
   }
  },
  {
   "co": "PressPulse",
   "d": "2023-12",
   "k": "launch",
   "t": "AI Pitch Drafting",
   "desc": "One-click AI-generated draft pitch for a journalist opportunity, using AI-driven insights.",
   "ai_quote": "AI Pitch Drafting - Generate a draft for your pitch with one click, using AI-driven insights.",
   "src": "https://web.archive.org/web/20231213213335/https://www.presspulse.ai/",
   "srcname": "PressPulse.ai (via Wayback Machine)",
   "conf": "med",
   "steps": [
    "pitch_writing"
   ],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.08,
    "chat_app": 0.07,
    "opportunities": 0.11,
    "agent": 0.06,
    "your_ai": 0.03
   }
  },
  {
   "co": "Prezly",
   "d": "2023-12-22",
   "k": "beta",
   "t": "AI Auto-translation",
   "desc": "One-click AI translation of a Prezly story's text into 30 languages, powered by DeepL.",
   "ai_quote": "automatically translate the text of a story in Prezly to 30 different languages",
   "src": "https://www.prezly.com/changelog/ai-auto-translation-is-available-in-beta",
   "srcname": "Prezly Changelog",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.01,
    "chat_app": 0.02,
    "opportunities": 0.01,
    "agent": 0.02,
    "your_ai": 0.04
   }
  },
  {
   "co": "PodPitch",
   "d": "2024",
   "k": "beta",
   "t": "Our Draft, Your Voice (AI pitch drafting)",
   "desc": "PodPitch lets users sync email/writing samples so its AI drafts podcast pitches in the user's own voice and style.",
   "ai_quote": "sync your email to train your own AI to write pitches in your style",
   "src": "https://www.podpitch.com/home-founders",
   "srcname": "PodPitch (vendor site)",
   "conf": "low",
   "steps": [
    "pitch_writing"
   ],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.03,
    "chat_app": 0.12,
    "opportunities": 0.03,
    "agent": 0.11,
    "your_ai": 0.03
   }
  },
  {
   "co": "Talks.co",
   "d": "2024",
   "k": "announce",
   "t": "AI-Powered Matching",
   "desc": "AI system generating personalized podcast host-guest match suggestions based on user profiles and preferences.",
   "ai_quote": "Receive unlimited AI-generated suggestions tailored to your specific requirements and preferences.",
   "src": "https://web.archive.org/web/20240311141153/https://talks.co/",
   "srcname": "Wayback Machine capture of talks.co, 2024-03-11",
   "conf": "med",
   "steps": [
    "lists"
   ],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.54,
    "chat_app": 0.05,
    "opportunities": 0.14,
    "agent": 0.05,
    "your_ai": 0.02
   }
  },
  {
   "co": "Pitchbox",
   "d": "2024-01-11",
   "k": "announce",
   "t": "AI Template Assistant",
   "desc": "Custom-tuned AI model trained on outreach email outcomes that helps link builders write email templates.",
   "ai_quote": "custom-tuned AI model, powered by a vast dataset of tens of millions of actual outreach emails",
   "src": "https://www.linkedin.com/posts/pitchbox_pitchbox-ai-template-assistant-activity-7151245071529443328-Y3Sw",
   "srcname": "Pitchbox (LinkedIn)",
   "conf": "low",
   "steps": [],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.03,
    "chat_app": 0.14,
    "opportunities": 0.02,
    "agent": 0.06,
    "your_ai": 0.03
   }
  },
  {
   "co": "Brand24",
   "d": "2024-01-30",
   "k": "announce",
   "t": "Anomaly Detector",
   "desc": "AI tool that scans the web to explain the cause behind sudden spikes in brand mentions or reach.",
   "ai_quote": "operates on cutting-edge AI technology",
   "src": "https://brand24.com/blog/product-updates-january-2024/",
   "srcname": "Brand24",
   "conf": "high",
   "steps": [
    "coverage_ai"
   ],
   "p": {
    "coverage_ai": 0.68,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.05,
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    "agent": 0.05,
    "your_ai": 0.03
   }
  },
  {
   "co": "Propel",
   "d": "2024-02-21",
   "k": "announce",
   "t": "AI-Powered Journalist Matching (Propel 2.0)",
   "desc": "Deep-learning-driven matching of PR professionals to the most relevant journalists, part of the Propel 2.0 platform update.",
   "ai_quote": "the AI that runs the platform streamlines every step in the PR process",
   "src": "https://customerthink.com/propel-brings-deep-learning-to-pr-with-revamped-propel-2-0-platform/",
   "srcname": "CustomerThink",
   "conf": "med",
   "steps": [
    "lists"
   ],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.9,
    "chat_app": 0.04,
    "opportunities": 0.24,
    "agent": 0.13,
    "your_ai": 0.03
   }
  },
  {
   "co": "Propel",
   "d": "2024-03-11",
   "k": "launch",
   "t": "AI Personalized Intros",
   "desc": "Generative AI in Propel's Gmail/Outlook plugin that drafts a personalized pitch, including a lead paragraph based on a journalist's recent articles.",
   "ai_quote": "The AI can also customize each pitch with a unique lead paragraph based on the journalist's previous articles",
   "src": "https://propel-ai.com/blog/propel-2-0-launches",
   "srcname": "Propel AI Blog",
   "conf": "high",
   "steps": [
    "pitch_writing"
   ],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.04,
    "chat_app": 0.05,
    "opportunities": 0.03,
    "agent": 0.09,
    "your_ai": 0.15
   }
  },
  {
   "co": "Agility PR",
   "d": "2024-03-26",
   "k": "launch",
   "t": "Intelligent Insights",
   "desc": "Generative-AI media intelligence feature that summarizes coverage, analyzes brand mentions/trends, and translates languages on demand.",
   "ai_quote": "Leveraging generative AI technology, Intelligent Insights enables organizations to gather on-the-fly insights",
   "src": "https://www.mrweb.com/drno/news37947.htm",
   "srcname": "Daily Research News Online (Innodata release coverage)",
   "conf": "high",
   "steps": [
    "coverage_ai"
   ],
   "p": {
    "coverage_ai": 0.95,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.04,
    "chat_app": 0.28,
    "opportunities": 0.07,
    "agent": 0.06,
    "your_ai": 0.03
   }
  },
  {
   "co": "Evertune",
   "d": "2024-04",
   "k": "launch",
   "t": "Evertune launch",
   "desc": "Evertune's own site: 'We launched Evertune in April 2024'; its product is AI visibility. The January 2026 row was an add-on (Partner Connect).",
   "ai_quote": "",
   "src": "https://www.evertune.ai/about-us/our-team",
   "srcname": "vendor site",
   "conf": "high",
   "steps": [
    "aiv_track",
    "aiv_optimize"
   ],
   "p": {
    "aiv_track": 0.8,
    "aiv_sources": 0.08,
    "aiv_optimize": 0.89
   },
   "from": "override"
  },
  {
   "co": "Press Ranger",
   "d": "2024-04",
   "k": "announce",
   "t": "Pitch Request Aggregator (AI-Powered Matching)",
   "desc": "Aggregates journalist pitch requests from HARO, HERO, Featured, Twitter and other sources and surfaces the ones most relevant to a company's profile.",
   "ai_quote": "Our AI-powered aggregator collects opportunities...Advanced algorithms surface the most relevant pitch requests for your industry",
   "src": "https://appsumo.com/products/press-ranger/questions/what-is-haro-request-centralization-1248950/",
   "srcname": "AppSumo Q&A (Nov 24, 2024)",
   "conf": "med",
   "steps": [
    "opportunities"
   ],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.46,
    "chat_app": 0.03,
    "opportunities": 0.97,
    "agent": 0.11,
    "your_ai": 0.06
   }
  },
  {
   "co": "Semrush AI PR Toolkit",
   "d": "2024-04-03",
   "k": "launch",
   "t": "AI Assistant",
   "desc": "AI Assistant built specifically for PR professionals, generating press release drafts and editing suggestions with ready-made prompts.",
   "ai_quote": "the first AI Assistant on the market made specifically for PR pros, with all the prompts ready to go",
   "src": "https://prowly.com/magazine/introducing-ai-assistant/",
   "srcname": "Prowly Magazine",
   "conf": "high",
   "steps": [
    "chat_app"
   ],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.05,
    "chat_app": 0.67,
    "opportunities": 0.03,
    "agent": 0.09,
    "your_ai": 0.04
   }
  },
  {
   "co": "Semrush AI PR Toolkit",
   "d": "2024-04-22",
   "k": "launch",
   "t": "AI story angle ideas",
   "desc": "AI feature generating multiple distinct story angle suggestions for a press release to help users find a fresh hook.",
   "ai_quote": "three unique story angle ideas whenever they need a creative spark",
   "src": "https://journal.prowly.com/312401-prowlys-new-approach-to-writing-press-releases-with-ai",
   "srcname": "Prowly Journal",
   "conf": "med",
   "steps": [
    "opportunities"
   ],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.03,
    "chat_app": 0.07,
    "opportunities": 0.72,
    "agent": 0.04,
    "your_ai": 0.03
   }
  },
  {
   "co": "Press Ranger",
   "d": "2024-06-20",
   "k": "announce",
   "t": "AI-Powered Media Database",
   "desc": "AI scours Press Ranger's journalist database to generate a tailored list of press contacts most relevant to a company.",
   "ai_quote": "Press Ranger's AI technology scours a massive database of journalists to generate a tailored list of press contacts",
   "src": "https://pressranger.com/press-releases/3e70b26f-4f0e-46e5-8233-9aabb7f95c51",
   "srcname": "Press Ranger (vendor press release)",
   "conf": "high",
   "steps": [
    "lists"
   ],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.97,
    "chat_app": 0.06,
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    "agent": 0.11,
    "your_ai": 0.06
   }
  },
  {
   "co": "Press Ranger",
   "d": "2024-06-20",
   "k": "announce",
   "t": "AI press release & pitch email drafting",
   "desc": "AI drafts the press release itself plus the media outreach/pitch emails sent to journalists.",
   "ai_quote": "Press Ranger's AI drafts your press release and media outreach emails, ensuring that your messaging is both professional and persuasive",
   "src": "https://pressranger.com/press-releases/3e70b26f-4f0e-46e5-8233-9aabb7f95c51",
   "srcname": "Press Ranger (vendor press release)",
   "conf": "high",
   "steps": [
    "pitch_writing",
    "release_writing"
   ],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
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    "chat_app": 0.06,
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    "agent": 0.29,
    "your_ai": 0.06
   }
  },
  {
   "co": "Signal AI",
   "d": "2024-06-24",
   "k": "announce",
   "t": "Configurable Sentiment Analysis",
   "desc": "Lets users choose among five sentiment-aggregation methods, with entity-level sentiment scoring.",
   "ai_quote": "the AI can detect nuances in language, including sarcasm and context, to deliver precise sentiment scores",
   "src": "https://signal-ai.com/insights/press_release/configurable-sentiment-analysis/",
   "srcname": "Signal AI press release",
   "conf": "high",
   "steps": [
    "coverage_ai"
   ],
   "p": {
    "coverage_ai": 0.92,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.02,
    "opportunities": 0.02,
    "agent": 0.02,
    "your_ai": 0.03
   }
  },
  {
   "co": "Brand24",
   "d": "2024-06-25",
   "k": "announce",
   "t": "AI Brand Assistant",
   "desc": "In-dashboard assistant that answers natural-language questions about a project's mentions, sentiment, and trends.",
   "ai_quote": "Using cutting-edge language models, Brand Assistant turns your natural language questions into data-driven answers",
   "src": "https://brand24.com/blog/brand-assistant/",
   "srcname": "Brand24",
   "conf": "high",
   "steps": [
    "chat_app"
   ],
   "p": {
    "coverage_ai": 0.36,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.98,
    "opportunities": 0.03,
    "agent": 0.03,
    "your_ai": 0.03
   }
  },
  {
   "co": "Meltwater",
   "d": "2024-06-25",
   "k": "beta",
   "t": "Meltwater Copilot",
   "desc": "Conversational assistant in Microsoft Teams and Copilot for Microsoft 365 (limited release; generally available May 2025) surfacing brand mentions, sentiment and competitive benchmarking.",
   "ai_quote": "powered by Meltwater's AI engine and paired with the latest developments in Generative AI",
   "src": "https://www.meltwater.com/en/about/press-releases/meltwater-unveils-new-meltwater-copilot-built-in-collaboration-with-microsoft",
   "srcname": "Meltwater press release",
   "conf": "high",
   "steps": [
    "chat_app"
   ],
   "p": {
    "coverage_ai": 0.5,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.06,
    "chat_app": 0.38,
    "opportunities": 0.07,
    "agent": 0.09,
    "your_ai": 0.83
   }
  },
  {
   "co": "Pressmaster.ai",
   "d": "2024-08-30",
   "k": "announce",
   "t": "Conversational AI",
   "desc": "A personal PR assistant users talk or type to that generates high-quality, on-brand content in seconds.",
   "ai_quote": "the new Conversational AI feature...this tool allows users to interact with the AI in a natural way...the AI generates high-quality content",
   "src": "https://newsroom.pressmaster.ai/article/new-features-unlocked-pressmaster-ai-s-latest-ai-innovations-unveiled",
   "srcname": "Pressmaster Newsroom",
   "conf": "high",
   "steps": [
    "chat_app"
   ],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.73,
    "opportunities": 0.02,
    "agent": 0.1,
    "your_ai": 0.03
   }
  },
  {
   "co": "Pressmaster.ai",
   "d": "2024-08-30",
   "k": "announce",
   "t": "AI-powered post generator",
   "desc": "Generates engaging, platform-optimized social media posts using Pressmaster.ai's understanding of platform-specific algorithms.",
   "ai_quote": "AI-powered post generator: Designed specifically for generating engaging social media content",
   "src": "https://newsroom.pressmaster.ai/article/new-features-unlocked-pressmaster-ai-s-latest-ai-innovations-unveiled",
   "srcname": "Pressmaster Newsroom",
   "conf": "high",
   "steps": [],
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  },
  {
   "co": "Pressmaster.ai",
   "d": "2024-08-30",
   "k": "announce",
   "t": "Plagiarism, Fact & AI Checker",
   "desc": "Checks content for plagiarism and facts and optimises it for SEO before publishing.",
   "ai_quote": "Plagiarism, Fact & AI Checker: This feature ensures that each piece of content is not only SEO-optimized, but also fact-checked",
   "src": "https://newsroom.pressmaster.ai/article/new-features-unlocked-pressmaster-ai-s-latest-ai-innovations-unveiled",
   "srcname": "Pressmaster Newsroom",
   "conf": "high",
   "steps": [],
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  },
  {
   "co": "PodMatch",
   "d": "2024-09",
   "k": "announce",
   "t": "AI Match Insight Update",
   "desc": "PodMatch added an AI feature showing hosts and guests why a specific match was generated, to cut interview research time.",
   "ai_quote": "a new AI update that cuts back on the interview research process for both hosts and guests",
   "src": "https://www.podcastnewsdaily.com/news/podmatch-moves-beyond-helping-shows-book-guests-with-launch-of-new-network/article_090c5c1c-7f48-11ef-8615-dfa7ada3892a.html",
   "srcname": "Podcast News Daily",
   "conf": "high",
   "steps": [],
   "p": {
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   }
  },
  {
   "co": "Cision / CisionOne",
   "d": "2024-09-09",
   "k": "launch",
   "t": "PR Newswire AI Press Release Generator (\"Create with AI\")",
   "desc": "Generative AI tool that drafts press releases from user input, matching brand voice/tone, inside PR Newswire's platform.",
   "ai_quote": "The AI algorithm analyzes your input and crafts compelling content tailored to your industry",
   "src": "https://www.prnewswire.com/news-releases/pr-newswire-launches-ai-solutions-for-the-pr-and-communications-industry-302245620.html",
   "srcname": "PR Newswire",
   "conf": "high",
   "steps": [
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  },
  {
   "co": "Muck Rack",
   "d": "2024-10-09",
   "k": "launch",
   "t": "Topics in Reporting",
   "desc": "Extracts themes and meaning from media coverage to surface conversations, media opportunities and reputational threats.",
   "ai_quote": "uses proprietary AI and machine-learning technology to extrapolate the meaning of a piece of coverage",
   "src": "https://www.asiaone.com/business-wires/muck-rack-introduces-new-ai-monitoring-reporting-and-analysis-features-advanced",
   "srcname": "AsiaOne (syndicated GlobeNewswire release)",
   "conf": "high",
   "steps": [
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   ],
   "p": {
    "coverage_ai": 0.95,
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  },
  {
   "co": "Feedly AI",
   "d": "2024-10-17",
   "k": "launch",
   "t": "AI Actions",
   "desc": "A suite letting Market Intelligence users generate instant AI summaries, extract data, and answer questions across selected articles.",
   "ai_quote": "generate instant summaries of articles",
   "src": "https://ppc.land/feedly-launches-ai-actions/",
   "srcname": "PPC Land",
   "conf": "med",
   "steps": [
    "coverage_ai"
   ],
   "p": {
    "coverage_ai": 0.87,
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  },
  {
   "co": "Podchaser",
   "d": "2024-10-28",
   "k": "launch",
   "t": "Political Skew Filter",
   "desc": "API filter that labels podcasts Left, Right or Neutral using AI models that read each show's content and recent episodes.",
   "ai_quote": "categorizing podcasts as 'Left,' 'Right,' or 'Neutral' based on sophisticated AI models",
   "src": "https://www.podchaser.com/articles/announcements/podchaser-launches-industry-first-political-skew-capability-across-500000-podcasts",
   "srcname": "Podchaser",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.44,
    "pitch_writing": 0,
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    "your_ai": 0.16
   }
  },
  {
   "co": "Meltwater",
   "d": "2024-10-29",
   "k": "launch",
   "t": "AI-Powered Platform Assistant",
   "desc": "In-platform assistant that answers how-to questions and completes common tasks across the Meltwater platform.",
   "ai_quote": "AI-Powered Platform Assistant, helping teams complete work more easily and efficiently across the Meltwater platform",
   "src": "https://www.meltwater.com/en/press-releases/meltwater-delivers-ai-powered-innovations-in-its-2024-year-end-product-release",
   "srcname": "Meltwater press release",
   "conf": "high",
   "steps": [
    "chat_app"
   ],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
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    "opportunities": 0.03,
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    "your_ai": 0.03
   }
  },
  {
   "co": "Meltwater",
   "d": "2024-10-29",
   "k": "launch",
   "t": "AI Journalist Search",
   "desc": "Search that analyzes the meaning of a story and recommends best-fit journalists, beyond name or keyword search.",
   "ai_quote": "The new AI-powered search goes beyond searching by name or keywords, and analyzes the meaning and messaging of content",
   "src": "https://www.meltwater.com/en/press-releases/meltwater-delivers-ai-powered-innovations-in-its-2024-year-end-product-release",
   "srcname": "Meltwater press release",
   "conf": "high",
   "steps": [
    "lists"
   ],
   "p": {
    "coverage_ai": 0.08,
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  },
  {
   "co": "Scrunch AI",
   "d": "2024-11-14",
   "k": "launch",
   "t": "Scrunch AI platform",
   "desc": "Launched a platform for scalable monitoring of brand topics, competitors and customer journeys across AI platforms.",
   "ai_quote": "the most important visitor to your web presence is an AI Agent, like ChatGPT-User, working on behalf of humans",
   "src": "https://scrunch.com/blog/2024-11-launching-scrunchai",
   "srcname": "Scrunch (vendor blog)",
   "conf": "high",
   "steps": [
    "aiv_track",
    "aiv_optimize"
   ],
   "p": {
    "coverage_ai": 0.05,
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    "aiv_track": 0.83,
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    "aiv_optimize": 0.64
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  },
  {
   "co": "PRBot",
   "d": "2024-11-22",
   "k": "founded",
   "t": "AI pitch writing, first seen live",
   "desc": "prbot.ai first appears in the Wayback Machine, already carrying the banner \"AI-Powered HARO Outreach Now Live!\" and a Starter plan at $49/month.",
   "ai_quote": "AI-Powered HARO Outreach Now Live!",
   "src": "http://web.archive.org/web/20241122230323/https://prbot.ai/",
   "srcname": "Wayback Machine first capture",
   "conf": "med",
   "steps": [
    "opportunities"
   ],
   "p": {
    "coverage_ai": 0.02,
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  },
  {
   "co": "Brandwatch",
   "d": "2024-12-05",
   "k": "announce",
   "t": "React Score",
   "desc": "AI-powered brand reputation score rating conversations in real time for harm, spam, and emotion using NLP and generative AI.",
   "ai_quote": "this industry-first advancement leverages automated AI to empower brands with unparalleled real-time insights",
   "src": "https://www.prnewswire.com/news-releases/brandwatch-advances-brand-reputation-management-with-innovative-proprietary-and-generative-ai-integration-302323445.html",
   "srcname": "PR Newswire (Brandwatch)",
   "conf": "high",
   "steps": [
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   ],
   "p": {
    "coverage_ai": 0.82,
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  },
  {
   "co": "Podchaser",
   "d": "2024-12-14",
   "k": "announce",
   "t": "Tell Me Why",
   "desc": "AI assistant in Podchaser Pro that scores a podcast's fit against a user prompt and generates a tailored outreach pitch.",
   "ai_quote": "Powered by LLM's, 'Tell Me Why' takes a user's inputted prompt, assigns a fit score... and then generates a personalize outreach template",
   "src": "https://podchaser.beehiiv.com/p/ai-powered-podcast-vetting",
   "srcname": "Podchaser Pulse (Beehiiv newsletter)",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.04,
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  },
  {
   "co": "Cision / CisionOne",
   "d": "2024-12-16",
   "k": "launch",
   "t": "AI Insights / Press Release Score",
   "desc": "Analyzes a press release for readability, formatting, structure and engagement potential and scores it.",
   "ai_quote": "AI Insights now boasts the groundbreaking 'Press Release Score'",
   "src": "https://www.prnewswire.com/news-releases/pr-newswire-unveils-expanded-ai-solutions-suite-with-additional-features-for-strategic-communicators-302333001.html",
   "srcname": "PR Newswire",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.04,
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  },
  {
   "co": "Cision / CisionOne",
   "d": "2024-12-16",
   "k": "launch",
   "t": "Upload & Enhance with AI",
   "desc": "Lets users upload an existing press release draft and refine it using AI-generated insights, rather than writing from scratch.",
   "ai_quote": "upload press release drafts, refine them using AI-generated insights",
   "src": "https://www.prnewswire.com/news-releases/pr-newswire-unveils-expanded-ai-solutions-suite-with-additional-features-for-strategic-communicators-302333001.html",
   "srcname": "PR Newswire",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.03,
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  },
  {
   "co": "Profound",
   "d": "2024-12-16",
   "k": "announce",
   "t": "Prompt Volumes",
   "desc": "Real-time search-volume insights showing how often topics are discussed inside AI answer engines like ChatGPT, Perplexity and Copilot.",
   "ai_quote": "real-time search volume insights for AI Answer Engines",
   "src": "https://www.tryprofound.com/blog/introducing-prompt-volumes",
   "srcname": "Profound (blog)",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.02,
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  },
  {
   "co": "Profound",
   "d": "2024-12-19",
   "k": "announce",
   "t": "Support for Google AI Overviews",
   "desc": "Adds tracking/analysis of brand visibility inside Google AI Overviews.",
   "ai_quote": "support for analyzing Google AI Overviews is now live for all customers",
   "src": "https://www.tryprofound.com/blog/google-ai-overviews",
   "srcname": "Profound (blog)",
   "conf": "high",
   "steps": [
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   ],
   "p": {
    "coverage_ai": 0.04,
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  },
  {
   "co": "Agility PR",
   "d": "2025",
   "k": "announce",
   "t": "Always-On AI Coverage Analysis",
   "desc": "Automatic, continuous scanning of media coverage that generates real-time analysis, themes and trends without manual review.",
   "ai_quote": "automatically scanning your media coverage and generating real-time analysis, themes, and trends",
   "src": "https://www.agilitypr.com/pr-news/agility-news-reports/how-agility-transformed-pr-work-in-2025-a-deep-dive-into-this-years-new-ai-powered-features/",
   "srcname": "Agility PR Solutions (newsroom year-in-review)",
   "conf": "med",
   "steps": [
    "coverage_ai"
   ],
   "p": {
    "coverage_ai": 0.95,
    "pitch_writing": 0,
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    "your_ai": 0.04
   }
  },
  {
   "co": "Agility PR",
   "d": "2025",
   "k": "launch",
   "t": "Expanded AI Analysis for Briefings",
   "desc": "Automated insights from sets of articles in briefings: summaries, takeaways, brand impact, sentiment, narratives.",
   "ai_quote": "Expanded AI Analysis for Briefings",
   "src": "https://www.agilitypr.com/pr-news/agility-news-reports/how-agility-transformed-pr-work-in-2025-a-deep-dive-into-this-years-new-ai-powered-features/",
   "srcname": "Agility PR Solutions",
   "conf": "med",
   "steps": [
    "coverage_ai"
   ],
   "p": {
    "coverage_ai": 0.91,
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    "your_ai": 0.04
   }
  },
  {
   "co": "Exploding Topics",
   "d": "2025",
   "k": "announce",
   "t": "Enhanced agentic capabilities",
   "desc": "Backend upgrade using agentic capabilities to detect upcoming trends earlier and with improved sensitivity.",
   "ai_quote": "Our backend tech now leverages enhanced agentic capabilities to catch even more upcoming trends.",
   "src": "https://explodingtopics.com/blog/looking-ahead-2026",
   "srcname": "Exploding Topics blog",
   "conf": "med",
   "steps": [],
   "p": {
    "coverage_ai": 0.09,
    "pitch_writing": 0,
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    "your_ai": 0.05
   }
  },
  {
   "co": "Semrush AI PR Toolkit",
   "d": "2025",
   "k": "launch",
   "t": "AI Irrelevancy Detection",
   "desc": "Automatically removes off-topic, misleading or duplicate mentions from PR monitoring.",
   "ai_quote": "Use AI Irrelevancy Detection to automatically remove off-topic, misleading, or duplicate mentions",
   "src": "https://www.semrush.com/blog/top-ai-powered-semrush-features/",
   "srcname": "Semrush blog",
   "conf": "low",
   "steps": [],
   "p": {
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  },
  {
   "co": "Rankscale",
   "d": "2025-01",
   "k": "launch",
   "t": "Early Access Program (Beta)",
   "desc": "Rankscale's Early Access Program (Beta) launches, ahead of formal company registration.",
   "ai_quote": "",
   "src": "https://rankscale.ai/facts",
   "srcname": "Rankscale: Facts & Entity Definition",
   "conf": "high",
   "steps": [
    "aiv_track"
   ],
   "p": {
    "aiv_track": 0.8,
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   },
   "from": "events"
  },
  {
   "co": "Onclusive",
   "d": "2025-01-30",
   "k": "launch",
   "t": "In Brief (powered by AI Sense)",
   "desc": "Generates automated summaries of social media conversations from customized filters, surfacing key narratives without manual review of mentions.",
   "ai_quote": "Onclusive Launches AI-Powered 'In Brief' Feature to Transform Social Media Intelligence",
   "src": "https://news-en.onclusive.com/news/onclusive-launches-ai-powered-in-brief-feature-to-transform-social-media-intelligence",
   "srcname": "Onclusive News (press release)",
   "conf": "high",
   "steps": [
    "coverage_ai"
   ],
   "p": {
    "coverage_ai": 0.96,
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  },
  {
   "co": "Onclusive",
   "d": "2025-01-30",
   "k": "launch",
   "t": "Sentinel",
   "desc": "Smart alerting system, powered by AI Sense, that flags emerging issues to move clients from reactive insight to proactive decision-making.",
   "ai_quote": "Sentinel, powered by AI Sense: a smart alerting system that helps clients move from reactive insights to proactive decision-making",
   "src": "https://news-en.onclusive.com/news/onclusive-launches-ai-powered-in-brief-feature-to-transform-social-media-intelligence",
   "srcname": "Onclusive News (press release)",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.19,
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   }
  },
  {
   "co": "Onclusive",
   "d": "2025-01-30",
   "k": "launch",
   "t": "Peak Analysis",
   "desc": "Autonomous detection and interpretation of conversation surges in social monitoring, with predictive capabilities, powered by AI Sense.",
   "ai_quote": "Peak Analysis, powered by AI Sense: autonomous identification and comprehension of conversation surges with predictive capabilities",
   "src": "https://news-en.onclusive.com/news/onclusive-launches-ai-powered-in-brief-feature-to-transform-social-media-intelligence",
   "srcname": "Onclusive News (press release)",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.54,
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   }
  },
  {
   "co": "Onclusive",
   "d": "2025-01-30",
   "k": "launch",
   "t": "AI Query Enrichment",
   "desc": "AI Query Generator creates and suggests brand/theme monitoring queries to complement a user's existing monitoring setup.",
   "ai_quote": "creates brand or theme monitoring queries with the AI Query Generator, but also suggests queries",
   "src": "https://news-en.onclusive.com/news/onclusive-launches-ai-powered-in-brief-feature-to-transform-social-media-intelligence",
   "srcname": "Onclusive News (press release)",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.07,
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   }
  },
  {
   "co": "Peec AI",
   "d": "2025-02",
   "k": "launch",
   "t": "Public Launch",
   "desc": "Peec AI publicly launched its AI search analytics platform for tracking brand visibility across ChatGPT, Perplexity and other AI engines.",
   "ai_quote": "",
   "src": "https://peec.ai/ai-instructions",
   "srcname": "Peec AI",
   "conf": "med",
   "steps": [
    "aiv_track"
   ],
   "p": {
    "aiv_track": 0.85,
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   },
   "from": "events"
  },
  {
   "co": "Muck Rack",
   "d": "2025-02-03",
   "k": "launch",
   "t": "Media Brief Assistant",
   "desc": "Generates a journalist background, coverage, interview themes and suggested-answer brief from a journalist and interviewee name.",
   "ai_quote": "the tool generates a comprehensive draft leveraging AI and data from journalist profiles",
   "src": "https://muckrack.com/blog/2025/02/03/media-brief-assistant/",
   "srcname": "Muck Rack blog",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.1,
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    "release_writing": 0,
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    "chat_app": 0.17,
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   }
  },
  {
   "co": "Profound",
   "d": "2025-02-05",
   "k": "announce",
   "t": "Agent Analytics",
   "desc": "Platform to track exactly how AI crawlers and answer engines interact with a site.",
   "ai_quote": "the world's first platform dedicated to helping you understand exactly how AI crawlers and answer engines interact with your site",
   "src": "https://www.tryprofound.com/blog/introducing-agent-analytics",
   "srcname": "Profound (blog)",
   "conf": "high",
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   "co": "Feedly AI",
   "d": "2025-02-12",
   "k": "announce",
   "t": "AI-powered Newsletters",
   "desc": "Lets users summarize, analyze and personalize newsletters generated from their Feedly feeds using AI.",
   "ai_quote": "Summarize, analyze and personalize your newsletter with Feedly AI",
   "src": "https://feedly.com/new-features/posts/ai-powered-newsletters-faster-creation-greater-impact",
   "srcname": "Feedly (vendor blog)",
   "conf": "high",
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   "co": "AthenaHQ",
   "d": "2025-02-13",
   "k": "launch",
   "t": "Athena GEO platform",
   "desc": "Launched publicly via Launch YC: a monitoring solution and action center where copilot Athena generates first drafts of actions to optimize brand visibility in AI chat answers.",
   "ai_quote": "our monitoring solution and action center ... Our copilot Athena generates first drafts of actions",
   "src": "https://www.ycombinator.com/launches/MnK-athenahq-get-your-brand-discovered-on-chatgpt",
   "srcname": "Y Combinator Launch YC page",
   "conf": "high",
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   "co": "AthenaHQ",
   "d": "2025-02-13",
   "k": "launch",
   "t": "Launch YC: AthenaHQ",
   "desc": "AthenaHQ launched publicly via Launch YC as 'Get Your Brand Discovered on ChatGPT,' part of YC's Winter 2025 batch.",
   "ai_quote": "",
   "src": "https://www.ycombinator.com/launches/MnK-athenahq-get-your-brand-discovered-on-chatgpt",
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   "co": "Brand24",
   "d": "2025-02-28",
   "k": "launch",
   "t": "Summarize with AI",
   "desc": "One-click AI summary of mentions in the Mentions tab; QuickShare Reports also carry AI-generated summaries.",
   "ai_quote": "Summarize with AI: Overview Mentions in Seconds with AI",
   "src": "https://brand24.com/blog/product-updates-february-2025/",
   "srcname": "Brand24 blog",
   "conf": "high",
   "steps": [
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   "co": "Brand24",
   "d": "2025-02-28",
   "k": "launch",
   "t": "Topic Blocking in AI Topic Analysis",
   "desc": "Block irrelevant topics from the Mentions feed with one click inside AI Topic Analysis.",
   "ai_quote": "Topic Blocking in AI Topic Analysis",
   "src": "https://brand24.com/blog/product-updates-february-2025/",
   "srcname": "Brand24 blog",
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   "co": "Pitchbox",
   "d": "2025-02-28",
   "k": "announce",
   "t": "AI Personalization",
   "desc": "One-click AI tool that pulls website data and drafts personalized outreach fields and subject lines at scale.",
   "ai_quote": "leverage AI to extract relevant data, create compelling outreach email subject lines",
   "src": "https://pitchbox.com/events-webinars/introducing-ai-personalization/",
   "srcname": "Pitchbox",
   "conf": "high",
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   "co": "Ahrefs Brand Radar",
   "d": "2025-03",
   "k": "beta",
   "t": "Brand Radar",
   "desc": "New report tracking brand mentions across LLM-generated AI search answers.",
   "ai_quote": "tracking and optimizing your brand's presence in AI search... large language models (LLMs)",
   "src": "https://ahrefs.com/blog/new-features-mar-2025/",
   "srcname": "Ahrefs blog",
   "conf": "high",
   "steps": [
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   "co": "Pitchcraft",
   "d": "2025-03",
   "k": "launch",
   "t": "AI-powered tools (AI pitch writer + media discovery tools)",
   "desc": "In-platform customizable AI tool that drafts pitches and helps discover media/journalists, framed as keeping the human relationship intact.",
   "ai_quote": "Ai-powered tools - Customizable AI pitch writer + media discovery tools",
   "src": "https://web.archive.org/web/20250314203134/https://joinpitchcraft.com/",
   "srcname": "Pitchcraft (Wayback capture, 2025-03-14)",
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   "steps": [
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   "co": "Feedly AI",
   "d": "2025-03-05",
   "k": "launch",
   "t": "Ask AI",
   "desc": "Ask AI summarizes and synthesizes reports and feeds in the Feedly sidebar.",
   "ai_quote": "Summarize reports in minutes with Ask AI",
   "src": "https://feedly.com/changelog/feed.xml",
   "srcname": "Feedly changelog",
   "conf": "high",
   "steps": [
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   "co": "Pressmaster.ai",
   "d": "2025-03-12",
   "k": "launch",
   "t": "The Pin",
   "desc": "Capture tool for journals, voice notes and links that returns AI-generated summaries and turns them into posts.",
   "ai_quote": "immediately receive AI-generated summaries and insights",
   "src": "https://newsroom.pressmaster.ai/article/pressmaster-ai-launches-the-pin---revolutionary-content-capture-tool-that-turns-inspiration-into-ready-made-content",
   "srcname": "Pressmaster newsroom",
   "conf": "high",
   "steps": [],
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   "co": "Press Ranger",
   "d": "2025-03-14",
   "k": "launch",
   "t": "AIWire",
   "desc": "A distribution product that reformats and positions company content so it is ingested and cited by AI systems like ChatGPT and Perplexity.",
   "ai_quote": "AIWire, the first product specifically engineered to ensure your content becomes part of AI knowledge systems",
   "src": "https://pressranger.com/blog/introducing-aiwire",
   "srcname": "Press Ranger blog",
   "conf": "high",
   "steps": [
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   "co": "Signal AI",
   "d": "2025-03-24",
   "k": "launch",
   "t": "Ask AIQ",
   "desc": "Conversational, agentic AI experience letting executives query global risk/reputation data in natural language via RAG.",
   "ai_quote": "a groundbreaking conversational and agentic AI experience for reputation & risk professionals",
   "src": "https://signal-ai.com/insights/press_release/signal-ai-launches-ask-aiq-a-groundbreaking-conversational-and-agentic-ai-experience-for-reputation-risk-professionals/",
   "srcname": "Signal AI press release",
   "conf": "high",
   "steps": [
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   "co": "Onclusive",
   "d": "2025-03-25",
   "k": "launch",
   "t": "AI-powered topic discovery",
   "desc": "Onclusive 360 platform capability, powered by AI Sense, that automatically surfaces the topics driving a brand's media coverage.",
   "ai_quote": "AI-powered topic discovery means brands can quickly understand the topics driving their media coverage",
   "src": "https://news-en.onclusive.com/news/onclusive-launches-new-platform",
   "srcname": "Onclusive News (press release, Onclusive 360 launch)",
   "conf": "high",
   "steps": [
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   "co": "Scrunch AI",
   "d": "2025-04-02",
   "k": "launch",
   "t": "AI Traffic tab and Google Analytics integration",
   "desc": "Shows real AI referral traffic from AI platforms landing on the site, via a GA4 connection.",
   "ai_quote": "Track real AI referral traffic from platforms like ChatGPT, Perplexity, and Gemini.",
   "src": "https://scrunch.com/blog/2025-04-march-2025-product-update",
   "srcname": "Scrunch blog",
   "conf": "high",
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   "co": "Otterly.ai",
   "d": "2025-04-07",
   "k": "launch",
   "t": "GEO Audit",
   "desc": "Audits a website's pages for AI-visibility factors and auto-generates a prioritized fix-list to help it earn more citations in AI search engines.",
   "ai_quote": "help your website earn more citations across platforms like ChatGPT, Perplexity, and other AI-driven search engines",
   "src": "https://otterly.ai/blog/geo-audit/",
   "srcname": "OtterlyAI Blog",
   "conf": "med",
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   "co": "Brandlight",
   "d": "2025-04-16",
   "k": "launch",
   "t": "Emerged From Stealth",
   "desc": "Brandlight emerged from stealth as an AI Engine Optimization platform to monitor brand visibility in AI search.",
   "ai_quote": "",
   "src": "https://www.calcalistech.com/ctechnews/article/hyh1ma3cyl",
   "srcname": "Calcalistech (Ctech)",
   "conf": "high",
   "steps": [
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   "p": {
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   "co": "Profound",
   "d": "2025-04-29",
   "k": "announce",
   "t": "Support for ChatGPT Shopping",
   "desc": "Adds tracking of brand/product visibility inside ChatGPT Shopping results.",
   "ai_quote": "launch of support for tracking ChatGPT Shopping, a major new step in helping businesses understand how their products appear and perform acr",
   "src": "https://www.tryprofound.com/blog/chatgpt-shopping",
   "srcname": "Profound (blog)",
   "conf": "high",
   "steps": [
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   "co": "PressPulse",
   "d": "2025-05",
   "k": "announce",
   "t": "AI Detection (powered by GPTZero)",
   "desc": "Checks pitch drafts with GPTZero's AI-detection tool to flag AI-written text before it goes to journalists.",
   "ai_quote": "AI detection powered by GPTZero",
   "src": "https://web.archive.org/web/20250520070926/https://www.presspulse.ai/",
   "srcname": "PressPulse.ai (via Wayback Machine)",
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   "co": "Scrunch AI",
   "d": "2025-05-01",
   "k": "launch",
   "t": "Google AI Overviews and Claude coverage",
   "desc": "Adds monitoring of Google AI Overviews and Claude answers for tracked prompts.",
   "ai_quote": "Support for Google AI Overviews and Claude is rolling out now.",
   "src": "https://scrunch.com/blog/2025-05-april-2025-product-update",
   "srcname": "Scrunch blog",
   "conf": "high",
   "steps": [
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   "co": "Meltwater",
   "d": "2025-05-06",
   "k": "announce",
   "t": "Mira",
   "desc": "Chat-based AI teammate combining AI agents and GenAI for media briefs, brand monitoring, competitive intelligence and reports.",
   "ai_quote": "a game-changing AI teammate marking the next evolution in Meltwater's AI-powered product suite",
   "src": "https://www.meltwater.com/en/press-releases/meltwater-unveils-mira-latest-ai-innovations-in-2025",
   "srcname": "Meltwater press release",
   "conf": "high",
   "steps": [
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   "co": "Scrunch AI",
   "d": "2025-05-15",
   "k": "announce",
   "t": "Keyword-to-AI-Prompt Conversion",
   "desc": "Agency Partner Program tool that converts SEO keywords into AI prompts to track brand visibility across AI platforms.",
   "ai_quote": "Convert SEO keywords to AI prompts",
   "src": "https://scrunch.com/blog/2025-05-announcing-scrunch-ai's-agency-partnership-program/",
   "srcname": "Scrunch (vendor blog)",
   "conf": "high",
   "steps": [
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   "co": "Cision / CisionOne",
   "d": "2025-05-22",
   "k": "announce",
   "t": "Guided Conversational Assistant (AI Assistant)",
   "desc": "Chat-style interface in CisionOne to navigate, summarize and analyze media coverage.",
   "ai_quote": "We've embedded intuitive, adaptive AI directly into CisionOne",
   "src": "https://www.prnewswire.com/news-releases/cision-launches-integrated-ai-suite-across-global-cisionone-platform-transforming-the-pr-workflow-with-built-in-intelligence-302462306.html",
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   "conf": "high",
   "steps": [
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   "co": "Cision / CisionOne",
   "d": "2025-05-22",
   "k": "announce",
   "t": "Smarter Search with Keyword Suggestions",
   "desc": "AI-suggested keywords to quickly build media search queries in realtime.",
   "ai_quote": "Quickly build powerful media searches leveraging AI in realtime",
   "src": "https://www.prnewswire.com/news-releases/cision-launches-integrated-ai-suite-across-global-cisionone-platform-transforming-the-pr-workflow-with-built-in-intelligence-302462306.html",
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   "conf": "high",
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   "co": "Cision / CisionOne",
   "d": "2025-05-22",
   "k": "announce",
   "t": "AI Summaries",
   "desc": "Generates concise, insight-driven recaps of media coverage for quick distribution across an organization.",
   "ai_quote": "Instantly generate concise, insight-driven recaps of media coverage",
   "src": "https://www.prnewswire.com/news-releases/cision-launches-integrated-ai-suite-across-global-cisionone-platform-transforming-the-pr-workflow-with-built-in-intelligence-302462306.html",
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   "conf": "high",
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   "co": "Cision / CisionOne",
   "d": "2025-05-22",
   "k": "announce",
   "t": "CisionOne React Score",
   "desc": "Identifies potentially harmful media mentions in realtime and their impact.",
   "ai_quote": "New AI-Powered Features Include: ...CisionOne React Score",
   "src": "https://www.prnewswire.com/news-releases/cision-launches-integrated-ai-suite-across-global-cisionone-platform-transforming-the-pr-workflow-with-built-in-intelligence-302462306.html",
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  },
  {
   "co": "Cision / CisionOne",
   "d": "2025-05-22",
   "k": "announce",
   "t": "Personalized Pitch Writing & Timing",
   "desc": "AI-assisted pitch drafting with data-backed guidance on optimal send timing.",
   "ai_quote": "New AI-Powered Features Include: ...Personalized Pitch Writing & Timing",
   "src": "https://www.prnewswire.com/news-releases/cision-launches-integrated-ai-suite-across-global-cisionone-platform-transforming-the-pr-workflow-with-built-in-intelligence-302462306.html",
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  },
  {
   "co": "Ahrefs Brand Radar",
   "d": "2025-06",
   "k": "announcement",
   "t": "Brand Radar exits beta; ChatGPT and Perplexity mention indexes",
   "desc": "Brand Radar exits beta; ChatGPT, Perplexity and AI Overviews mention-tracking indexes all become $99/mo paid add-ons.",
   "ai_quote": "",
   "src": "https://ahrefs.com/blog/new-features-june-2025/",
   "srcname": "Ahrefs blog, June 2025 new-features post",
   "conf": "high",
   "steps": [
    "aiv_track"
   ],
   "p": {
    "aiv_track": 0.85,
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   "from": "events"
  },
  {
   "co": "Brandwatch",
   "d": "2025-06",
   "k": "announce",
   "t": "Iris AI content translations",
   "desc": "AI-driven translation of content via the Iris AI layer.",
   "ai_quote": "AI-powered influencer summaries, Iris AI content translations, and AI-powered industry benchmarks",
   "src": "https://social-media-management-help.brandwatch.com/en/articles/12767623-product-updates-june-2025",
   "srcname": "Brandwatch Help Center",
   "conf": "med",
   "steps": [],
   "p": {
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  },
  {
   "co": "Scrunch AI",
   "d": "2025-06-02",
   "k": "launch",
   "t": "Generate Prompts with AI",
   "desc": "AI generates realistic tracking prompts from personas and topics, with custom instructions, for review before saving.",
   "ai_quote": "AI-assisted generation",
   "src": "https://scrunch.com/blog/2025-06-may-2025-product-update",
   "srcname": "Scrunch blog",
   "conf": "high",
   "steps": [],
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  },
  {
   "co": "Knowatoa",
   "d": "2025-06-06",
   "k": "launch",
   "t": "AI Search Console",
   "desc": "Free public tool that checks whether firewalls, CDNs or plugins block AI search crawlers and simulates requests from AI indexing services.",
   "ai_quote": "we’ve added a new publicly available AI Search Console to the Knowatoa platform",
   "src": "https://knowatoa.com/updates/search-console",
   "srcname": "Knowatoa updates",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.03,
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  },
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   "co": "AirOps",
   "d": "2025-06-09",
   "k": "launch",
   "t": "Content Refresh",
   "desc": "Recurring audits, briefs and refresh updates for existing content, aimed at AI-search citation and SERP performance.",
   "ai_quote": "Content Refresh uses three categories of Power Agents to improve content unique to the requirements for human-led or agent-led search",
   "src": "https://www.airops.com/blog/content-refresh-launch",
   "srcname": "AirOps blog",
   "conf": "high",
   "steps": [
    "aiv_optimize"
   ],
   "p": {
    "coverage_ai": 0.03,
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    "aiv_optimize": 0.83
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  },
  {
   "co": "NewsWhip",
   "d": "2025-06-12",
   "k": "announce",
   "t": "AI Agent",
   "desc": "Real-time AI agent that scans global media, decides relevance, and delivers structured alerts on emerging brand risk.",
   "ai_quote": "blends NewsWhip's predictive engagement data with artificial intelligence",
   "src": "https://www.newswhip.com/2025/06/introducing-newswhips-ai-agent-real-time-intelligence-for-a-new-era-of-brand-risk/",
   "srcname": "NewsWhip",
   "conf": "high",
   "steps": [
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   ],
   "p": {
    "coverage_ai": 0.46,
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  },
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   "co": "PodGuestAI",
   "d": "2025-06-12",
   "k": "launch",
   "t": "SmartMatched Podcast Guesting first appears",
   "desc": "Earliest capture offering it: \"Get SmartMatched with 40+ Perfect-fit Podcasts Every Month\"; absent on 21 May 2025. Branded PodGuestAI by the 15 July 2025 capture.",
   "ai_quote": "SmartMatch Podcast Guesting powered by Podcast-in-a-box.com",
   "src": "http://web.archive.org/web/20250612190414/https://podcast-in-a-box.com/",
   "srcname": "Wayback Machine capture",
   "conf": "low",
   "steps": [
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   ],
   "p": {
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  },
  {
   "co": "Profound",
   "d": "2025-06-15",
   "k": "announce",
   "t": "Support for Google AI Mode",
   "desc": "Adds tracking of brand visibility inside Google AI Mode.",
   "ai_quote": "Profound now supports Google AI mode, marking a significant expansion of our platform's capabilities in tracking AI visibility",
   "src": "https://www.tryprofound.com/blog/google-ai-mode-support",
   "srcname": "Profound (blog)",
   "conf": "high",
   "steps": [
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   "p": {
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  },
  {
   "co": "HARO",
   "d": "2025-06-16",
   "k": "launch",
   "t": "Find Podcast Guests via HARO",
   "desc": "Adds a podcast-guest category to HARO journalist queries, letting podcast hosts find guests through the same query system.",
   "ai_quote": "Find Podcast Guests ... with HARO",
   "src": "https://blog.helpareporter.com/category/change-log/",
   "srcname": "HARO Blog (change log)",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.01,
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  },
  {
   "co": "HARO",
   "d": "2025-06-23",
   "k": "launch",
   "t": "Journalist Dashboard",
   "desc": "Web dashboard letting journalists view and manage their own queries and the responses they've received.",
   "ai_quote": "Journalist Dashboard: View & Manage Queries",
   "src": "https://blog.helpareporter.com/category/change-log/",
   "srcname": "HARO Blog (change log)",
   "conf": "high",
   "steps": [],
   "p": {
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  },
  {
   "co": "Brandwatch",
   "d": "2025-07",
   "k": "announce",
   "t": "AI-powered influencer summaries",
   "desc": "AI-generated summaries of influencer content/performance within Brandwatch's social media management tools.",
   "ai_quote": "AI-powered influencer summaries, Iris AI content translations, and AI-powered industry benchmarks",
   "src": "https://social-media-management-help.brandwatch.com/en/articles/12767622-product-updates-july-2025",
   "srcname": "Brandwatch Help Center",
   "conf": "med",
   "steps": [],
   "p": {
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  },
  {
   "co": "Scrunch AI",
   "d": "2025-07-02",
   "k": "launch",
   "t": "AI Bot Traffic Monitoring",
   "desc": "Tracks visits from AI bots, agents and crawlers to a site, starting with Cloudflare sites.",
   "ai_quote": "track AI Bot/Agent visitors to your site",
   "src": "https://scrunch.com/blog/2025-07-june-2025-product-updates",
   "srcname": "Scrunch blog",
   "conf": "high",
   "steps": [],
   "p": {
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   "co": "Knowatoa",
   "d": "2025-07-03",
   "k": "launch",
   "t": "Perplexity-User Bot Check",
   "desc": "AI Search Console adds detection for the Perplexity-User AI crawler bot.",
   "ai_quote": "AI Search Console now checks for Perplexity-User bot",
   "src": "https://knowatoa.com/updates",
   "srcname": "Knowatoa Updates",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.03,
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   "co": "Knowatoa",
   "d": "2025-07-07",
   "k": "launch",
   "t": "AI Overviews",
   "desc": "Adds a new tracked results series for Google's AI Overviews of the site.",
   "ai_quote": "Track Google's AI Overviews of your site",
   "src": "https://knowatoa.com/updates",
   "srcname": "Knowatoa Updates",
   "conf": "high",
   "steps": [
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   ],
   "p": {
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  {
   "co": "Knowatoa",
   "d": "2025-07-07",
   "k": "launch",
   "t": "AI Overviews Series & Citations Reporting",
   "desc": "Knowatoa shipped an 'AI Overviews Series' to track Google's AI Overviews, plus Citations Reporting to view the sites that influence rankings.",
   "ai_quote": "",
   "src": "https://knowatoa.com/updates",
   "srcname": "Knowatoa Updates (changelog)",
   "conf": "high",
   "steps": [
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    "aiv_sources"
   ],
   "p": {
    "aiv_track": 0.81,
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   "from": "events"
  },
  {
   "co": "PressPulse",
   "d": "2025-07-07",
   "k": "announce",
   "t": "Relabels itself \"The AI agent built for HARO link building\"",
   "desc": "H1 changes from \"The Next Generation HARO\" to \"The AI agent built for HARO link building\"; later reworded to \"...HARO monitoring\".",
   "ai_quote": "The AI agent built for HARO monitoring",
   "src": "https://web.archive.org/web/20250707231854/https://www.presspulse.ai/",
   "srcname": "PressPulse.ai (via Wayback Machine)",
   "conf": "med",
   "steps": [
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   "p": {
    "coverage_ai": 0.05,
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  },
  {
   "co": "Profound",
   "d": "2025-07-07",
   "k": "announce",
   "t": "Support for Grok",
   "desc": "Adds tracking of brand visibility inside xAI's Grok.",
   "ai_quote": "Profound now supports Grok, marking a significant expansion of our platform's capabilities in tracking AI visibility across xAI's revolution",
   "src": "https://www.tryprofound.com/blog/introducing-grok-support",
   "srcname": "Profound (blog)",
   "conf": "high",
   "steps": [
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   "p": {
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  },
  {
   "co": "HARO",
   "d": "2025-07-08",
   "k": "launch",
   "t": "AI-Generated Response Detection",
   "desc": "Journalists can filter out pitches flagged as AI-generated and see a per-response AI-likelihood indicator in HARO.",
   "ai_quote": "Hide AI-generated responses... HARO will automatically filter out pitches flagged as likely AI-generated",
   "src": "https://blog.helpareporter.com/haro-now-detects-ai-generated-responses/",
   "srcname": "HARO Blog",
   "conf": "high",
   "steps": [],
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  },
  {
   "co": "Feedly AI",
   "d": "2025-07-09",
   "k": "launch",
   "t": "Search-AI Mode",
   "desc": "Ask targeted questions and get cited answers from Feedly's curated sources.",
   "ai_quote": "Search-AI Mode allows you to ask targeted questions, and get trusted, cited answers instantly",
   "src": "https://feedly.com/changelog/feed.xml",
   "srcname": "Feedly changelog",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.08,
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  },
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   "co": "Profound",
   "d": "2025-07-10",
   "k": "launch",
   "t": "Profound Actions",
   "desc": "Turns AI search citation, prompt and traffic data into data-driven content briefs designed to earn AI-search visibility.",
   "ai_quote": "launching Profound Actions, a powerful new way to turn AI insights into concrete improvements",
   "src": "https://www.tryprofound.com/blog/introducing-actions",
   "srcname": "Profound (blog)",
   "conf": "high",
   "steps": [
    "aiv_optimize"
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   "p": {
    "coverage_ai": 0.05,
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  },
  {
   "co": "Medialyst",
   "d": "2025-07-15",
   "k": "announce",
   "t": "AI-powered matching foundation",
   "desc": "Early dev milestone establishing AI-powered journalist matching as the core of Medialyst's database.",
   "ai_quote": "AI-powered matching foundation",
   "src": "https://medialyst.ai/changelog",
   "srcname": "Medialyst Changelog",
   "conf": "low",
   "steps": [
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   ],
   "p": {
    "coverage_ai": 0.03,
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  },
  {
   "co": "Profound",
   "d": "2025-07-15",
   "k": "announce",
   "t": "Data-driven prompt recommendation engine",
   "desc": "Recommends which prompts to track based on millions of real user conversations with LLMs.",
   "ai_quote": "We combine millions of real user conversations in LLMs to make sure the prompts you track and select are based on what people are actually s",
   "src": "https://www.tryprofound.com/blog/data-driven-prompt-recommendation",
   "srcname": "Profound (blog)",
   "conf": "high",
   "steps": [],
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   "co": "Signal AI",
   "d": "2025-07-15",
   "k": "launch",
   "t": "Theme Landscape",
   "desc": "Treemap of dynamic themes and sentiment for a brand, industry or period.",
   "ai_quote": "Theme Landscape is an AI-powered analysis tool that provides an accurate landscape view to identify key narratives",
   "src": "https://signal-ai.com/insights/explore-trending-topics-for-data-driven-strategy-meet-theme-landscape/",
   "srcname": "Signal AI",
   "conf": "high",
   "steps": [
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   "p": {
    "coverage_ai": 0.94,
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   "co": "Scrunch AI",
   "d": "2025-07-17",
   "k": "announce",
   "t": "Google AI Mode monitoring",
   "desc": "Tracks a brand's presence, position and sentiment within Google's AI Mode search results.",
   "ai_quote": "your brand's presence, position, and sentiment across Google's evolving search experiences",
   "src": "https://scrunch.com/blog/2025-07-introducing-expanded-coverage-for-google-ai-mode,-gemini,-and-chatgpt-shopping",
   "srcname": "Scrunch blog",
   "conf": "high",
   "steps": [
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  },
  {
   "co": "Scrunch AI",
   "d": "2025-07-17",
   "k": "announce",
   "t": "Google Gemini monitoring",
   "desc": "Tracks how a brand is featured across owned, third-party and competitive sites within Gemini responses.",
   "ai_quote": "how your brand is being featured across owned-brand, third party, and competitive sites",
   "src": "https://scrunch.com/blog/2025-07-introducing-expanded-coverage-for-google-ai-mode,-gemini,-and-chatgpt-shopping",
   "srcname": "Scrunch blog",
   "conf": "high",
   "steps": [
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    "aiv_sources"
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   "p": {
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  },
  {
   "co": "Scrunch AI",
   "d": "2025-07-17",
   "k": "announce",
   "t": "ChatGPT Shopping tracking enhancements",
   "desc": "Enhancements to ChatGPT Shopping visibility tracking, capturing featured product images, reviews, buying options and pricing.",
   "ai_quote": "featured product images, reviews, buying options, pricing, and other rich shopping-related data",
   "src": "https://scrunch.com/blog/2025-07-introducing-expanded-coverage-for-google-ai-mode,-gemini,-and-chatgpt-shopping",
   "srcname": "Scrunch blog",
   "conf": "high",
   "steps": [
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   ],
   "p": {
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  },
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   "co": "Profound",
   "d": "2025-07-18",
   "k": "announce",
   "t": "Support for Meta AI",
   "desc": "Adds tracking of brand visibility inside Meta AI.",
   "ai_quote": "launch of support for Meta AI, a major new step in helping businesses understand how their products appear and perform across AI surfaces",
   "src": "https://www.tryprofound.com/blog/introducing-meta-ai-support",
   "srcname": "Profound (blog)",
   "conf": "high",
   "steps": [
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   ],
   "p": {
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   }
  },
  {
   "co": "Profound",
   "d": "2025-07-19",
   "k": "announce",
   "t": "Support for DeepSeek",
   "desc": "Adds tracking of brand visibility inside DeepSeek.",
   "ai_quote": "launch of support for DeepSeek, a major new step in helping businesses understand how their products appear and perform across AI surfaces",
   "src": "https://www.tryprofound.com/blog/introducing-deepseek-support",
   "srcname": "Profound (blog)",
   "conf": "high",
   "steps": [
    "aiv_track"
   ],
   "p": {
    "coverage_ai": 0.03,
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  },
  {
   "co": "BuzzStream",
   "d": "2025-07-22",
   "k": "launch",
   "t": "ListIQ",
   "desc": "AI-driven media list-builder that generates targeted journalist lists with verified contact details directly from Google News searches.",
   "ai_quote": "uses AI technology to help PR pros create targeted and \"hyper-relevant\" media lists",
   "src": "https://completeaitraining.com/news/buzzstream-launches-ai-driven-listiq-to-help-pr-pros-build/",
   "srcname": "Complete AI Training",
   "conf": "high",
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   "co": "Scrunch AI",
   "d": "2025-07-22",
   "k": "launch",
   "t": "Agent Experience Platform (AXP)",
   "desc": "Infrastructure layer, introduced alongside the Series A, that manages and optimizes the experience AI agents and crawlers have with a brand's site.",
   "ai_quote": "a platform for managing and optimizing the agent experience from end to end",
   "src": "https://scrunch.com/blog/2025-07-announcing-our-series-a/",
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   "co": "Meltwater",
   "d": "2025-07-29",
   "k": "launch",
   "t": "GenAI Lens",
   "desc": "Monitors how brands, competitors and industries appear in ChatGPT, Claude, Gemini, Perplexity, Grok and DeepSeek answers, with cited sources.",
   "ai_quote": "gives companies ... visibility into how their brand, competitors and industry are discussed across all major AI Assistants and LLMs",
   "src": "https://www.meltwater.com/en/press-releases/meltwater-debuts-industry-first-genai-lens",
   "srcname": "Meltwater press release",
   "conf": "high",
   "steps": [
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   "co": "Muck Rack",
   "d": "2025-07-30",
   "k": "launch",
   "t": "Generative Pulse",
   "desc": "Tracks and helps shape brand visibility and Share of Voice across AI answers from ChatGPT, Claude and Gemini.",
   "ai_quote": "a groundbreaking new solution for shaping brand visibility in generative AI responses",
   "src": "https://finance.yahoo.com/news/generative-pulse-last-brands-control-150000512.html",
   "srcname": "Yahoo Finance (syndicated GlobeNewswire release)",
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   "co": "Brand24",
   "d": "2025-07-31",
   "k": "announce",
   "t": "Chatbeat",
   "desc": "Tool that tracks how a brand appears in AI-generated answers from ChatGPT, Gemini, and Perplexity.",
   "ai_quote": "It shows how your brand appears in AI-generated answers",
   "src": "https://brand24.com/blog/product-updates-july-2025/",
   "srcname": "Brand24",
   "conf": "high",
   "steps": [
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   "co": "Brand24",
   "d": "2025-07-31",
   "k": "announce",
   "t": "Improved Sentiment Accuracy",
   "desc": "Upgraded sentiment model built on a newly annotated dataset and enhanced with large language models for sharper detection.",
   "ai_quote": "powered by a newly annotated dataset and enhanced with large language models",
   "src": "https://brand24.com/blog/product-updates-july-2025/",
   "srcname": "Brand24",
   "conf": "high",
   "steps": [
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   "co": "Scrunch AI",
   "d": "2025-07-31",
   "k": "announce",
   "t": "On-demand AI response refresh",
   "desc": "Lets users trigger instant collection of new AI responses instead of waiting on a scheduled refresh.",
   "ai_quote": "trigger the collection of new AI responses instantly to gain faster visibility",
   "src": "https://scrunch.com/news/2025-07-july-2025-product-update",
   "srcname": "Scrunch (vendor blog)",
   "conf": "high",
   "steps": [
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   "co": "Ahrefs Brand Radar",
   "d": "2025-08",
   "k": "launch",
   "t": "Brand Radar 2.0 (Cited Domains and Cited Pages)",
   "desc": "Tracks brand visibility across AI chatbots with new reports showing which domains/pages get cited as sources.",
   "ai_quote": "how your brand shows up across both AI answers and the web mentions that shape them",
   "src": "https://ahrefs.com/blog/new-features-aug-2025/",
   "srcname": "Ahrefs blog",
   "conf": "high",
   "steps": [
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    "aiv_sources"
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   "co": "Ahrefs Brand Radar",
   "d": "2025-08",
   "k": "launch",
   "t": "Google AI Mode tracking",
   "desc": "Brand Radar tracks brand visibility within Google's AI Mode chatbot search experience.",
   "ai_quote": "Google AI Mode rolled out in May in the US; it's now live in the UK and India too",
   "src": "https://ahrefs.com/blog/new-features-aug-2025/",
   "srcname": "Ahrefs blog",
   "conf": "high",
   "steps": [
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   "co": "Otterly.ai",
   "d": "2025-08-04",
   "k": "launch",
   "t": "Google AI Mode, Gemini & Copilot tracking",
   "desc": "Adds tracking of brand visibility and citations on Google AI Mode, Gemini and Microsoft Copilot beside ChatGPT, Perplexity and AI Overviews.",
   "ai_quote": "Introducing Support for Google AI Mode, Gemini & Copilot",
   "src": "https://otterly.ai/blog/ai-mode-copilot-gemini/",
   "srcname": "Otterly.ai blog",
   "conf": "med",
   "steps": [
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   "co": "Ahrefs Brand Radar",
   "d": "2025-08-07",
   "k": "launch",
   "t": "Gemini and Microsoft Copilot indexes in Brand Radar",
   "desc": "Two new AI search indexes: Copilot (12M prompts) and Gemini (links from AI Overviews and AI Mode).",
   "ai_quote": "Find two new AI search indexes in Brand Radar",
   "src": "https://ahrefs.com/blog/new-features-july-2025/",
   "srcname": "Ahrefs blog",
   "conf": "high",
   "steps": [
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   "co": "Ahrefs Brand Radar",
   "d": "2025-08-07",
   "k": "launch",
   "t": "AI citations in Site Explorer",
   "desc": "Site Explorer Overview shows how many AI queries linked to a site and how many unique pages were cited, from Brand Radar data.",
   "ai_quote": "These are actual links in AI answers – not just mentions. Data comes from Brand Radar",
   "src": "https://ahrefs.com/blog/new-features-july-2025/",
   "srcname": "Ahrefs blog",
   "conf": "high",
   "steps": [
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   "co": "Profound",
   "d": "2025-08-07",
   "k": "announce",
   "t": "Day-0 tracking support for GPT-5",
   "desc": "Same-day tracking support for brand visibility inside newly launched GPT-5.",
   "ai_quote": "OpenAI just announced GPT-5, their smartest and most capable model yet. Profound is ready with immediate tracking support",
   "src": "https://www.tryprofound.com/blog/gpt-5-day-0-tracking-support",
   "srcname": "Profound (blog)",
   "conf": "high",
   "steps": [
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   "co": "Agility PR",
   "d": "2025-08-08",
   "k": "launch",
   "t": "AI Reference Leader Badge",
   "desc": "Badge on media outlet/contact profiles flagging outlets AI answer engines treat as authoritative reference sources; filterable in media lists.",
   "ai_quote": "These badges indicate which outlets AI engines consider authoritative when answering queries.",
   "src": "https://www.agilitypr.com/pr-news/agility-news-reports/introducing-the-ai-reference-leader-badge-smarter-media-targeting-for-ai-visibility/",
   "srcname": "Agility PR Solutions (newsroom)",
   "conf": "high",
   "steps": [],
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   "co": "Intelligent Relations",
   "d": "2025-08-12",
   "k": "launch",
   "t": "Preston mobile app",
   "desc": "iOS and Android app for Preston with real-time alerts, AI-generated pitches and press materials, and AI contact suggestions.",
   "ai_quote": "real-time alerts, AI-generated press materials, smart contact suggestions, and campaign analytics",
   "src": "https://www.globenewswire.com/news-release/2025/08/12/3131727/0/en/Intelligent-Relations-Launches-Mobile-Version-of-Preston-Bringing-AI-Powered-PR-to-the-Palm-of-Your-Hand.html",
   "srcname": "GlobeNewswire",
   "conf": "high",
   "steps": [
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   "co": "Profound",
   "d": "2025-08-20",
   "k": "announce",
   "t": "Support for Claude",
   "desc": "Adds tracking of brand visibility inside Claude.",
   "ai_quote": "launch of support for Claude, a major new step in helping businesses understand how their products appear and perform across AI surfaces",
   "src": "https://www.tryprofound.com/blog/introducing-claude-support",
   "srcname": "Profound (blog)",
   "conf": "high",
   "steps": [
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   "co": "Qwoted",
   "d": "2025-08-21",
   "k": "launch",
   "t": "Check for AI",
   "desc": "Lets a journalist click a button on a received pitch to see a Pangram AI-detection report on how likely it was AI-generated.",
   "ai_quote": "help combat spam, disinformation, and AI-generated content",
   "src": "https://intercom.help/qwoted/en/articles/10281612-checking-pitches-for-ai",
   "srcname": "Qwoted Help Center",
   "conf": "high",
   "steps": [],
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   "co": "Profound",
   "d": "2025-08-26",
   "k": "launch",
   "t": "Content Optimization",
   "desc": "Paste a published URL and Profound analyzes it against AEO best practices and top-cited pages, returning edit suggestions.",
   "ai_quote": "create and publish content that consistently earns AI citations",
   "src": "https://www.tryprofound.com/blog/introducing-content-optimization",
   "srcname": "Profound blog",
   "conf": "med",
   "steps": [
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   "co": "Profound",
   "d": "2025-08-29",
   "k": "announce",
   "t": "Keyword Hierarchies",
   "desc": "Visualizes how AI conversations branch into deeper user intent, built on hundreds of millions of tracked keywords.",
   "ai_quote": "a new way to visualize how AI conversations branch into deeper intent",
   "src": "https://www.tryprofound.com/blog/introducing-keyword-hierarchies",
   "srcname": "Profound (blog)",
   "conf": "high",
   "steps": [],
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   "co": "Ahrefs Brand Radar",
   "d": "2025-09",
   "k": "launch",
   "t": "Brand Radar Entities",
   "desc": "Groups multiple brand-name variations (typos, alternate phrasings) into one tracked entity for AI-mention monitoring.",
   "ai_quote": "no more chasing every typo, spelling, or alternate phrasing – just a cleaner, consolidated view of your brand footprint",
   "src": "https://ahrefs.com/blog/new-features-sep-2025/",
   "srcname": "Ahrefs blog",
   "conf": "high",
   "steps": [
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  {
   "co": "Ahrefs Brand Radar",
   "d": "2025-09",
   "k": "launch",
   "t": "Brand Radar Topics Report",
   "desc": "Groups Brand Radar AI-visibility queries by parent topic to surface new brand-visibility angles.",
   "ai_quote": "Queries are grouped by parent topics from Keywords Explorer, helping you uncover new angles where your brand is",
   "src": "https://ahrefs.com/blog/new-features-sep-2025/",
   "srcname": "Ahrefs blog",
   "conf": "high",
   "steps": [
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  {
   "co": "Ahrefs Brand Radar",
   "d": "2025-09",
   "k": "launch",
   "t": "Brand Radar API Endpoint",
   "desc": "API access to Brand Radar's AI response data with the same columns/filters as the in-app product.",
   "ai_quote": "includes the same columns and filters you're used to in-app, now accessible via API",
   "src": "https://ahrefs.com/blog/new-features-sep-2025/",
   "srcname": "Ahrefs blog",
   "conf": "high",
   "steps": [
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   "p": {
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   "co": "Semrush AI PR Toolkit",
   "d": "2025-09",
   "k": "launch",
   "t": "AI-cited media finder",
   "desc": "AI-Cited Media Database identifies the top AI-cited media outlets in an industry, letting users build lists ranked by AI-citation influence.",
   "ai_quote": "Identify top AI-cited media outlets in your industry",
   "src": "https://prowly.com/",
   "srcname": "Prowly.com",
   "conf": "med",
   "steps": [
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   "p": {
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  {
   "co": "Semrush AI PR Toolkit",
   "d": "2025-09",
   "k": "launch",
   "t": "AI PR gaps & opportunities report",
   "desc": "AI-generated report of PR gaps and opportunities, suggesting topics nobody has covered yet to pitch.",
   "ai_quote": "Get an AI-generated report of PR gaps and opportunities, so you can pitch on topics nobody has covered yet",
   "src": "https://prowly.com/",
   "srcname": "Prowly.com",
   "conf": "med",
   "steps": [
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   "p": {
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   "co": "Talks.co",
   "d": "2025-09-01",
   "k": "announce",
   "t": "AI-Powered Digital Speaker Pages",
   "desc": "Free speaker profile pages, auto-generated and kept current by AI, replacing PDF one-sheets for podcast guest booking.",
   "ai_quote": "AI-enhanced - auto-generated, optimized, and kept current with past appearances.",
   "src": "https://podnews.net/press-release/talksco-speaker-pages",
   "srcname": "Podnews",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.02,
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   "co": "Cortex Intelligence",
   "d": "2025-09-02",
   "k": "launch",
   "t": "Agente de Monitoramento (Cortex Brand)",
   "desc": "Monitors 7.3M articles a month across 8 media types and classifies them by sentiment and relevance in real time.",
   "ai_quote": "Os quatro agentes de IA do Cortex Brand ... Agente de Monitoramento: rastreia mais de 7,3 milhões de matérias por mês",
   "src": "https://www.cortex-intelligence.com/blog/inteligencia/lancamentos-cortex-summit",
   "srcname": "Cortex",
   "conf": "high",
   "steps": [
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   "p": {
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   "co": "Cortex Intelligence",
   "d": "2025-09-02",
   "k": "launch",
   "t": "Agente de Objetivos e Métricas (Cortex Brand)",
   "desc": "Turns business objectives into communication KPIs for reputation, visibility and engagement.",
   "ai_quote": "Agente de Objetivos e Métricas: conecta a estratégia de negócio a KPIs de comunicação claros e acionáveis",
   "src": "https://www.cortex-intelligence.com/blog/inteligencia/lancamentos-cortex-summit",
   "srcname": "Cortex",
   "conf": "high",
   "steps": [],
   "p": {
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  },
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   "co": "Cortex Intelligence",
   "d": "2025-09-02",
   "k": "launch",
   "t": "Agente de Análise (Cortex Brand)",
   "desc": "Turns monitoring data into dashboards with comparative analyses of communication impact.",
   "ai_quote": "Agente de Análise: transforma o grande volume de dados em dashboards com insights inteligentes",
   "src": "https://www.cortex-intelligence.com/blog/inteligencia/lancamentos-cortex-summit",
   "srcname": "Cortex",
   "conf": "high",
   "steps": [
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   ],
   "p": {
    "coverage_ai": 0.81,
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  },
  {
   "co": "Cortex Intelligence",
   "d": "2025-09-02",
   "k": "launch",
   "t": "Agente de Report (Cortex Brand)",
   "desc": "Generates reports with views tailored to each stakeholder, from C-level to operations.",
   "ai_quote": "Agente de Report: cria relatórios com visões personalizadas para cada stakeholder",
   "src": "https://www.cortex-intelligence.com/blog/inteligencia/lancamentos-cortex-summit",
   "srcname": "Cortex",
   "conf": "high",
   "steps": [
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   ],
   "p": {
    "coverage_ai": 0.82,
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    "your_ai": 0.04
   }
  },
  {
   "co": "Medialyst",
   "d": "2025-09-02",
   "k": "announce",
   "t": "AI-powered keyword generation",
   "desc": "Campaign Wizard creates media outreach campaigns using AI-generated keywords to find story angles.",
   "ai_quote": "AI-powered keyword generation",
   "src": "https://medialyst.ai/changelog",
   "srcname": "Medialyst Changelog",
   "conf": "high",
   "steps": [],
   "p": {
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    "opportunities": 0.53,
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    "your_ai": 0.03
   }
  },
  {
   "co": "JournoPitch",
   "d": "2025-09-06",
   "k": "launch",
   "t": "PR AI agents",
   "desc": "Platform-wide claim that JournoPitch's PR agents (pitching, outreach) are AI-driven, trained like senior PR pros.",
   "ai_quote": "JournoPitch gives you PR AI agents trained like senior pros",
   "src": "http://web.archive.org/web/20250906220143/https://journopitch.co.uk/",
   "srcname": "JournoPitch (Wayback Machine capture)",
   "conf": "med",
   "steps": [
    "agent"
   ],
   "p": {
    "coverage_ai": 0.04,
    "pitch_writing": 0,
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    "chat_app": 0.1,
    "opportunities": 0.12,
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    "your_ai": 0.03
   }
  },
  {
   "co": "Interview Valet",
   "d": "2025-09-10",
   "k": "announce",
   "t": "Podcast Authority Score",
   "desc": "Joint metric with PodEngine.ai scoring podcasts on authority, engagement, and business impact using AI-powered analysis of public data.",
   "ai_quote": "evaluates podcasts using hundreds of public data points and AI-powered analysis to offer real-world insights",
   "src": "https://www.prnewswire.com/news-releases/podengine-and-interview-valet-launch-the-podcast-authority-score-a-game-changer-for-podcast-interview-marketing-302551907.html",
   "srcname": "PR Newswire",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.18,
    "pitch_writing": 0,
    "release_writing": 0,
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    "chat_app": 0.02,
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    "agent": 0.05,
    "your_ai": 0.03
   }
  },
  {
   "co": "Featured",
   "d": "2025-09-15",
   "k": "launch",
   "t": "AI-generated content detection (Pangram integration)",
   "desc": "Featured integrates Pangram's AI-detection technology to flag pitches and sources likely generated by AI.",
   "ai_quote": "give journalists and publishers a way to recognize information and sources created by AI",
   "src": "https://finance.yahoo.com/news/ai-transparency-company-pangram-integrated-113800742.html",
   "srcname": "Yahoo Finance (Business Wire release)",
   "conf": "high",
   "steps": [],
   "p": {
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    "your_ai": 0.04
   }
  },
  {
   "co": "Cision / CisionOne",
   "d": "2025-09-17",
   "k": "launch",
   "t": "AI-Powered Instant Insights Dashboards",
   "desc": "Enhanced dashboards summarizing coverage insights, part of CisionOne's AI-powered platform.",
   "ai_quote": "the industry's only end-to-end AI-powered communications platform",
   "src": "https://www.cision.com/about/press-releases/2025-press-releases/cisionone-expands-ai-powered-platform-with-enhanced-instant-insights-and-social-intelligence-302557904/",
   "srcname": "Cision (press release)",
   "conf": "high",
   "steps": [
    "coverage_ai"
   ],
   "p": {
    "coverage_ai": 0.82,
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   }
  },
  {
   "co": "Cision / CisionOne",
   "d": "2025-09-17",
   "k": "launch",
   "t": "CisionOne Social AI-Powered Intelligence",
   "desc": "Expanded social listening intelligence (adding Instagram/LinkedIn, TikTok API planned) delivered as part of the AI-powered platform.",
   "ai_quote": "these innovations deliver a more unified, AI-powered solution",
   "src": "https://www.cision.com/about/press-releases/2025-press-releases/cisionone-expands-ai-powered-platform-with-enhanced-instant-insights-and-social-intelligence-302557904/",
   "srcname": "Cision (press release)",
   "conf": "high",
   "steps": [],
   "p": {
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   }
  },
  {
   "co": "Notified",
   "d": "2025-09-18",
   "k": "launch",
   "t": "Personalized Pitch (Content OS)",
   "desc": "AI-powered editorial pitch drafts for journalists found with Smart Search in the media contacts database.",
   "ai_quote": "reach the right journalists with Smart Search and Personalized Pitch, the AI-powered editorial pitch feature",
   "src": "https://www.globenewswire.com/news-release/2025/09/18/3152719/0/en/notified-unveils-content-os-the-first-operating-system-for-pr-in-the-new-answer-economy.html",
   "srcname": "GlobeNewswire",
   "conf": "high",
   "steps": [
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   ],
   "p": {
    "coverage_ai": 0.02,
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   }
  },
  {
   "co": "Notified",
   "d": "2025-09-18",
   "k": "launch",
   "t": "AI-First Distribution (Content OS)",
   "desc": "Distributes releases with embedded metadata, release tags and media snippets aimed at AI visibility.",
   "ai_quote": "releases optimized for AI visibility by embedding metadata, release tags and media snippets that signal authority",
   "src": "https://www.globenewswire.com/news-release/2025/09/18/3152719/0/en/notified-unveils-content-os-the-first-operating-system-for-pr-in-the-new-answer-economy.html",
   "srcname": "GlobeNewswire",
   "conf": "high",
   "steps": [
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   ],
   "p": {
    "coverage_ai": 0.03,
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    "your_ai": 0.03,
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    "aiv_optimize": 0.91
   }
  },
  {
   "co": "Cision / CisionOne",
   "d": "2025-09-22",
   "k": "launch",
   "t": "Amplify Plan",
   "desc": "PR Newswire Amplify's Plan tool surfaces story angles from real-time trending topics.",
   "ai_quote": "analyses real-time industry trending topics using AI to instantaneously surface the most compelling story angles",
   "src": "https://www.multivu.com/pr_newswire/9354751-en-pr-newswire-launches-amplify-ai-platform-accelerate-modern-communications-capabilities",
   "srcname": "PR Newswire (Multivu)",
   "conf": "med",
   "steps": [
    "opportunities"
   ],
   "p": {
    "coverage_ai": 0.12,
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    "opportunities": 0.95,
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    "your_ai": 0.03
   }
  },
  {
   "co": "Cision / CisionOne",
   "d": "2025-09-22",
   "k": "launch",
   "t": "Amplify Create+",
   "desc": "Generates videos, blog posts and media pitches from a single press release.",
   "ai_quote": "Using generative AI, Create+ instantly generates videos, blog posts, and personalized media pitches",
   "src": "https://www.multivu.com/pr_newswire/9354751-en-pr-newswire-launches-amplify-ai-platform-accelerate-modern-communications-capabilities",
   "srcname": "PR Newswire (Multivu)",
   "conf": "med",
   "steps": [
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   ],
   "p": {
    "coverage_ai": 0.03,
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    "your_ai": 0.02
   }
  },
  {
   "co": "Cision / CisionOne",
   "d": "2025-09-22",
   "k": "launch",
   "t": "Amplify Generative Engine Optimization",
   "desc": "Amplify tool for improving a brand's visibility in AI-driven search engines.",
   "ai_quote": "generative engine optimization, a new approach to improving visibility on AI-driven search engines",
   "src": "https://www.multivu.com/pr_newswire/9354751-en-pr-newswire-launches-amplify-ai-platform-accelerate-modern-communications-capabilities",
   "srcname": "PR Newswire (Multivu)",
   "conf": "med",
   "steps": [
    "aiv_optimize"
   ],
   "p": {
    "coverage_ai": 0.04,
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    "aiv_track": 0.12,
    "aiv_sources": 0.08,
    "aiv_optimize": 0.58
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  },
  {
   "co": "Profound",
   "d": "2025-09-25",
   "k": "launch",
   "t": "Personas",
   "desc": "Segments AI answer-engine visibility by audience role, industry or motivation.",
   "ai_quote": "lets you see Answer Engine responses through your audience's eyes",
   "src": "https://www.tryprofound.com/blog/understand-your-most-important-audience-segments-with-personas",
   "srcname": "Profound (blog)",
   "conf": "high",
   "steps": [
    "aiv_track"
   ],
   "p": {
    "coverage_ai": 0.02,
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    "aiv_optimize": 0.11
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  },
  {
   "co": "AthenaHQ",
   "d": "2025-09-29",
   "k": "announce",
   "t": "Athena Citation Engine (ACE)",
   "desc": "ML model trained on millions of AI search results predicts the probability a piece of content will be cited by AI.",
   "ai_quote": "a machine learning model trained on millions of AI Search results to predict content citation probability",
   "src": "https://www.athenahq.ai/blog/announcing-athena-citation-engine-ace",
   "srcname": "AthenaHQ (vendor blog)",
   "conf": "high",
   "steps": [
    "aiv_optimize"
   ],
   "p": {
    "coverage_ai": 0.03,
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  },
  {
   "co": "Meltwater",
   "d": "2025-10",
   "k": "launch",
   "t": "AI-Powered Bios",
   "desc": "Journalist profiles carry short AI-generated bios covering role, outlet, topics and typical angles.",
   "ai_quote": "Meltwater journalist profiles now include concise AI-generated bios that summarize who a journalist is",
   "src": "https://www.meltwater.com/en/product-updates/page/13",
   "srcname": "Meltwater product updates",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.04,
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   }
  },
  {
   "co": "Medialyst",
   "d": "2025-10-08",
   "k": "launch",
   "t": "Trend-matching opportunity alerts (Email Notifications)",
   "desc": "Email notifications for trend-matching opportunities, plus Slack integration (v0.0.12).",
   "ai_quote": "Email notifications for trend matching opportunities",
   "src": "https://medialyst.ai/changelog",
   "srcname": "Medialyst Changelog",
   "conf": "high",
   "steps": [
    "opportunities"
   ],
   "p": {
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   }
  },
  {
   "co": "Profound",
   "d": "2025-10-08",
   "k": "launch",
   "t": "Query Fanouts",
   "desc": "Shows the underlying search queries answer engines run before writing a response, to reveal AI optimization blind spots.",
   "ai_quote": "our new product that solves a critical blind spot in AI optimization: Query Fanouts",
   "src": "https://www.tryprofound.com/blog/introducing-query-fanouts",
   "srcname": "Profound (blog)",
   "conf": "high",
   "steps": [
    "aiv_track"
   ],
   "p": {
    "coverage_ai": 0.02,
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  },
  {
   "co": "Roxhill",
   "d": "2025-10-09",
   "k": "launch",
   "t": "AI salience and sentiment filtering for WhatsApp alerts",
   "desc": "Smart Folders flag priority coverage with AI salience and sentiment analysis and send only those mentions to WhatsApp.",
   "ai_quote": "Roxhill's Smart Folders use AI salience and sentiment analysis to flag important mentions.",
   "src": "https://roxhillmedia.com/product-news/whatsapp-media-monitoring-alerts/",
   "srcname": "Roxhill product news",
   "conf": "high",
   "steps": [
    "coverage_ai"
   ],
   "p": {
    "coverage_ai": 0.78,
    "pitch_writing": 0,
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    "your_ai": 0.03
   }
  },
  {
   "co": "Roxhill",
   "d": "2025-10-10",
   "k": "launch",
   "t": "Journalist Assistant",
   "desc": "AI tool on journalist profiles that analyses a journalist's recent bylines, tone and beat to generate instant, personalized pitch insights.",
   "ai_quote": "uses AI to surface the right data with the nuance that helps your outreach land",
   "src": "https://roxhillmedia.com/product-news/new-in-roxhill/",
   "srcname": "Roxhill Media (product news)",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.05,
    "pitch_writing": 0,
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   }
  },
  {
   "co": "Roxhill",
   "d": "2025-10-10",
   "k": "announce",
   "t": "Smart Folders",
   "desc": "Automatically sorts incoming media coverage into folders by brand, campaign, topic or team with instant analysis ready.",
   "ai_quote": "Six AI tools built directly into the platform",
   "src": "https://roxhillmedia.com/product-news/new-in-roxhill/",
   "srcname": "Roxhill product news (Oct 2025)",
   "conf": "med",
   "steps": [
    "coverage_ai"
   ],
   "p": {
    "coverage_ai": 0.61,
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    "your_ai": 0.03
   }
  },
  {
   "co": "Muck Rack",
   "d": "2025-10-14",
   "k": "launch",
   "t": "Pitch Coverage Detection",
   "desc": "Spots when a pitch turns into earned coverage and links the article back to the pitch that won it.",
   "ai_quote": "Muck Rack Introduces Advanced AI Capabilities, Including Pitch Coverage Detection",
   "src": "https://www.globenewswire.com/news-release/2025/10/14/3166472/0/en/Muck-Rack-Introduces-Advanced-AI-Capabilities-Including-Pitch-Coverage-Detection-and-Agentic-Tools.html",
   "srcname": "GlobeNewswire (Muck Rack press release)",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.11,
    "pitch_writing": 0,
    "release_writing": 0,
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    "your_ai": 0.03
   }
  },
  {
   "co": "Profound",
   "d": "2025-10-15",
   "k": "launch",
   "t": "Profound MCP server",
   "desc": "MCP server plus TypeScript and Python SDKs let ChatGPT, Claude Desktop and Cursor query Profound visibility, citation and bot data.",
   "ai_quote": "a new Model Context Protocol (MCP) server that brings Profound directly into your AI tools",
   "src": "https://www.tryprofound.com/blog/bring-profound-data-directly-into-your-ai-workflow-with-mcp",
   "srcname": "Profound blog",
   "conf": "high",
   "steps": [
    "your_ai"
   ],
   "p": {
    "coverage_ai": 0.03,
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    "your_ai": 0.98,
    "aiv_track": 0.37,
    "aiv_sources": 0.34,
    "aiv_optimize": 0.22
   }
  },
  {
   "co": "NewsWhip",
   "d": "2025-10-16",
   "k": "launch",
   "t": "Keyword Assistant",
   "desc": "Turns a short description into a complete Boolean query with brand variations and multi-language terms.",
   "ai_quote": "The AI-powered Keyword Assistant turns a short description into a complete Boolean query",
   "src": "https://www.newswhip.com/2025/10/key-releases-h2-2025/",
   "srcname": "NewsWhip blog",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.06,
    "pitch_writing": 0,
    "release_writing": 0,
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   }
  },
  {
   "co": "Meltwater",
   "d": "2025-10-22",
   "k": "launch",
   "t": "Mira Projects and Mira Canvas",
   "desc": "Saved project context and a canvas workspace for Mira, Meltwater's AI teammate, to personalize insights and edit responses.",
   "ai_quote": "Meltwater's recently launched AI teammate, Mira, provides a customized AI experience based on a brand's preferences, goals",
   "src": "https://www.meltwater.com/en/press-releases/meltwater-2025-year-end-product-release-delivers-smarter-media-intelligence-with-new-ai-innovations",
   "srcname": "Meltwater press release",
   "conf": "high",
   "steps": [
    "chat_app",
    "agent"
   ],
   "p": {
    "coverage_ai": 0.07,
    "pitch_writing": 0,
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    "chat_app": 0.62,
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    "your_ai": 0.03
   }
  },
  {
   "co": "Meltwater",
   "d": "2025-10-22",
   "k": "launch",
   "t": "Klear AI influencer discovery (natural language search)",
   "desc": "Klear AI enhancements for finding influencers with natural language search.",
   "ai_quote": "Klear AI enhancements make influencer discovery and outreach easier using natural language search",
   "src": "https://www.meltwater.com/en/press-releases/meltwater-2025-year-end-product-release-delivers-smarter-media-intelligence-with-new-ai-innovations",
   "srcname": "Meltwater press release",
   "conf": "med",
   "steps": [],
   "p": {
    "coverage_ai": 0.04,
    "pitch_writing": 0,
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    "your_ai": 0.03
   }
  },
  {
   "co": "Meltwater",
   "d": "2025-10-22",
   "k": "launch",
   "t": "Klear AI outreach (personalized on-brand outreach)",
   "desc": "AI-drafted influencer outreach tailored to each campaign and influencer.",
   "ai_quote": "personalized, on-brand outreach tailored to each campaign and influencer (Klear AI enhancements)",
   "src": "https://www.meltwater.com/en/press-releases/meltwater-2025-year-end-product-release-delivers-smarter-media-intelligence-with-new-ai-innovations",
   "srcname": "Meltwater press release",
   "conf": "med",
   "steps": [
    "pitch_writing"
   ],
   "p": {
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  },
  {
   "co": "Profound",
   "d": "2025-10-27",
   "k": "launch",
   "t": "AEO Content Score (Content Optimization V2)",
   "desc": "Machine-learning metric scoring how likely a piece of content is to be referenced in AI search answers.",
   "ai_quote": "a new machine learning–powered metric that helps marketers understand how well their content is optimized for AI search results",
   "src": "https://www.tryprofound.com/blog/upgrading-content-optimization-with-the-aeo-content-score",
   "srcname": "Profound (blog)",
   "conf": "high",
   "steps": [
    "aiv_optimize"
   ],
   "p": {
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  },
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   "co": "Talkwalker",
   "d": "2025-10-29",
   "k": "launch",
   "t": "AI-Powered Insights (AI Widget Insights)",
   "desc": "Natural-language explanations of dashboard charts and widgets.",
   "ai_quote": "AI-Powered Insights adds natural-language intelligence directly to your dashboards",
   "src": "https://www.hootsuite.com/whats-new/ai-powered-insights",
   "srcname": "Hootsuite what's new",
   "conf": "med",
   "steps": [],
   "p": {
    "coverage_ai": 0.46,
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  },
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   "co": "Meltwater",
   "d": "2025-11",
   "k": "launch",
   "t": "AI-Suggested Contacts in Outreach",
   "desc": "Shows AI-recommended journalists while the user writes a pitch in Outreach.",
   "ai_quote": "You can now see AI-Suggested Contacts directly in Outreach, giving you intelligent journalist recommendations",
   "src": "https://www.meltwater.com/en/product-updates/page/12",
   "srcname": "Meltwater product updates",
   "conf": "high",
   "steps": [
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   ],
   "p": {
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  },
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   "co": "Meltwater",
   "d": "2025-11",
   "k": "launch",
   "t": "AI-Generated Summaries in GenAI Lens",
   "desc": "Summaries that interpret trends and shifts in GenAI Lens data and update with prompts and filters.",
   "ai_quote": "AI-Generated Summaries bring Meltwater's real-time intelligence to life",
   "src": "https://www.meltwater.com/en/product-updates/page/11",
   "srcname": "Meltwater product updates",
   "conf": "high",
   "steps": [
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   "p": {
    "coverage_ai": 0.9,
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  },
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   "co": "Meltwater",
   "d": "2025-11",
   "k": "launch",
   "t": "Sources & Journalists view in GenAI Lens",
   "desc": "Shows which reporters and outlets most influence AI-generated answers on a topic.",
   "ai_quote": "reveals which reporters and outlets most influence AI-generated responses on the topics you're researching",
   "src": "https://www.meltwater.com/en/product-updates/page/11",
   "srcname": "Meltwater product updates",
   "conf": "high",
   "steps": [
    "lists",
    "aiv_sources"
   ],
   "p": {
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  },
  {
   "co": "Meltwater",
   "d": "2025-11",
   "k": "launch",
   "t": "AI-Enhanced Brand Safety in Klear",
   "desc": "Klear brand safety now uses AI analysis of how influencers talk about topics, not only keywords.",
   "ai_quote": "upgraded Klear's Brand Safety feature with advanced AI analysis that understands how influencers talk about topics",
   "src": "https://www.meltwater.com/en/product-updates/page/12",
   "srcname": "Meltwater product updates",
   "conf": "high",
   "steps": [],
   "p": {
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   "co": "Knowatoa",
   "d": "2025-11-04",
   "k": "launch",
   "t": "Research Hub",
   "desc": "AI-powered discovery of new questions to track, sourced from recent AI conversations.",
   "ai_quote": "AI-powered question discovery from recent conversations",
   "src": "https://knowatoa.com/updates",
   "srcname": "Knowatoa Updates",
   "conf": "high",
   "steps": [
    "aiv_track"
   ],
   "p": {
    "coverage_ai": 0.08,
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   }
  },
  {
   "co": "Profound",
   "d": "2025-11-05",
   "k": "launch",
   "t": "Profound Index",
   "desc": "Leaderboard ranking brands by how often they appear in answers from leading AI models.",
   "ai_quote": "Profound Index is the first leaderboard for AI visibility, ranking brands based on how often they appear in answers from leading AI models",
   "src": "https://www.tryprofound.com/blog/introducing-profound-index",
   "srcname": "Profound (blog)",
   "conf": "high",
   "steps": [
    "aiv_track"
   ],
   "p": {
    "coverage_ai": 0.02,
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  },
  {
   "co": "Knowatoa",
   "d": "2025-11-07",
   "k": "launch",
   "t": "Guided Configuration",
   "desc": "Site setup now auto-generates candidate competitors and tracked questions via AI for faster configuration.",
   "ai_quote": "AI-generated competitors and questions for faster site configuration",
   "src": "https://knowatoa.com/updates",
   "srcname": "Knowatoa Updates",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.05,
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  },
  {
   "co": "Ahrefs Brand Radar",
   "d": "2025-11-12",
   "k": "launch",
   "t": "Ahrefs MCP server (remote)",
   "desc": "Hosted MCP server lets ChatGPT, Claude or Copilot pull live Ahrefs data without opening the interface.",
   "ai_quote": "connect ChatGPT, Claude, or Copilot to Ahrefs and let your AI assistant pull live Ahrefs data",
   "src": "https://ahrefs.com/blog/new-features-oct-2025/",
   "srcname": "Ahrefs blog",
   "conf": "high",
   "steps": [
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   ],
   "p": {
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  },
  {
   "co": "Scrunch AI",
   "d": "2025-11-12",
   "k": "launch",
   "t": "AI Search Trends",
   "desc": "Shows what people ask LLMs and how a brand appears, as a proxy for AI search demand.",
   "ai_quote": "what people are asking LLMs and how your brand shows up",
   "src": "https://scrunch.com/blog/ai-search-trends",
   "srcname": "Scrunch blog",
   "conf": "high",
   "steps": [
    "aiv_track"
   ],
   "p": {
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    "aiv_optimize": 0.13
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  },
  {
   "co": "Brand24",
   "d": "2025-11-13",
   "k": "launch",
   "t": "Smart Context Search",
   "desc": "A filter that takes a word, phrase or sentence and keeps only the mentions that match its meaning.",
   "ai_quote": "Smart Context Search uses AI to understand what you mean, not just what you type.",
   "src": "https://brand24.com/blog/context-search/",
   "srcname": "Brand24 blog",
   "conf": "med",
   "steps": [],
   "p": {
    "coverage_ai": 0.16,
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  },
  {
   "co": "Profound",
   "d": "2025-11-13",
   "k": "launch",
   "t": "Shopping Analysis",
   "desc": "Reveals how products are discovered and recommended inside AI shopping conversations.",
   "ai_quote": "AI assistants have become the new front door to retail. Shopping Analysis reveals how products are discovered and recommended inside AI conv",
   "src": "https://www.tryprofound.com/blog/shopping-analysis-your-new-window-into-conversational-shopping",
   "srcname": "Profound (blog)",
   "conf": "high",
   "steps": [
    "aiv_track"
   ],
   "p": {
    "coverage_ai": 0.04,
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  },
  {
   "co": "AirOps",
   "d": "2025-11-17",
   "k": "launch",
   "t": "Content Engineering Platform for AI Search",
   "desc": "Next-generation AirOps platform positioned as an end-to-end content engineering system built to win AI search visibility.",
   "ai_quote": "AI search moves at an absolutely relentless speed... a continuous pipeline of signals, actions, and outputs",
   "src": "https://www.airops.com/blog/content-engineering-platform-ai-search",
   "srcname": "AirOps blog",
   "conf": "high",
   "steps": [
    "aiv_optimize"
   ],
   "p": {
    "coverage_ai": 0.04,
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    "aiv_optimize": 0.85
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  },
  {
   "co": "AirOps",
   "d": "2025-11-17",
   "k": "launch",
   "t": "AirOps Insights",
   "desc": "Monitors AI search performance across multiple AI providers, segmented by platform, region, persona, and funnel stage.",
   "ai_quote": "See your AI Search performance by provider (ChatGPT, Claude, Perplexity, Google AI Mode, AI Overviews)",
   "src": "https://www.airops.com/blog/content-engineering-platform-ai-search",
   "srcname": "AirOps blog",
   "conf": "high",
   "steps": [
    "aiv_track"
   ],
   "p": {
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   }
  },
  {
   "co": "AirOps",
   "d": "2025-11-17",
   "k": "launch",
   "t": "AirOps Actions",
   "desc": "Connects workflows and knowledge bases into a system that converts AI-visibility insights into on-brand content actions.",
   "ai_quote": "Grids, workflows, and knowledge bases, into one system of action that lets you turn insights",
   "src": "https://www.airops.com/blog/content-engineering-platform-ai-search",
   "srcname": "AirOps blog",
   "conf": "med",
   "steps": [
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   ],
   "p": {
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    "aiv_optimize": 0.85
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  },
  {
   "co": "AirOps",
   "d": "2025-11-17",
   "k": "launch",
   "t": "Human + AI Collaboration content system",
   "desc": "Workflow letting teams craft and refresh content through combined human and AI review to ensure accuracy and brand alignment.",
   "ai_quote": "AirOps helps your team craft and refresh content through human + AI collaboration",
   "src": "https://www.airops.com/blog/content-engineering-platform-ai-search",
   "srcname": "AirOps blog",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.03,
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   }
  },
  {
   "co": "Medialyst",
   "d": "2025-11-19",
   "k": "announce",
   "t": "AI Formula Generation",
   "desc": "Users describe desired spreadsheet functionality in plain English and Medialyst generates the workflow-table formula.",
   "ai_quote": "AI Formula Generation describes wanted functionality in plain English generating formula",
   "src": "https://medialyst.ai/changelog",
   "srcname": "Medialyst Changelog",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
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   }
  },
  {
   "co": "Brandwatch",
   "d": "2025-11-20",
   "k": "announce",
   "t": "Ask Iris",
   "desc": "Conversational AI chat assistant that answers natural-language questions with data-driven answers, auto-generated charts, and summaries.",
   "ai_quote": "Ask natural-language questions and get instant, data-driven answers powered by Brandwatch",
   "src": "https://www.prnewswire.com/news-releases/brandwatch-strengthens-ai-leadership-with-deeper-insights-and-expanded-data-coverage-302621990.html",
   "srcname": "PR Newswire (Brandwatch)",
   "conf": "high",
   "steps": [
    "chat_app"
   ],
   "p": {
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   }
  },
  {
   "co": "Brandwatch",
   "d": "2025-11-20",
   "k": "announce",
   "t": "AI Query Writer",
   "desc": "Tool that builds complete Boolean search queries from scratch with suggested hashtags, keywords, and subreddits.",
   "ai_quote": "Create complete Boolean queries from scratch with suggested hashtags, keywords, and subreddits",
   "src": "https://www.prnewswire.com/news-releases/brandwatch-strengthens-ai-leadership-with-deeper-insights-and-expanded-data-coverage-302621990.html",
   "srcname": "PR Newswire (Brandwatch)",
   "conf": "high",
   "steps": [],
   "p": {
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   }
  },
  {
   "co": "Brandwatch",
   "d": "2025-11-20",
   "k": "announce",
   "t": "AI Dashboards",
   "desc": "Dashboards that summarize data into narrative summaries explaining the story behind the numbers.",
   "ai_quote": "Turn data into clarity by summarizing insights in seconds and revealing the story behind the numbers with narrative summaries",
   "src": "https://www.prnewswire.com/news-releases/brandwatch-strengthens-ai-leadership-with-deeper-insights-and-expanded-data-coverage-302621990.html",
   "srcname": "PR Newswire (Brandwatch)",
   "conf": "high",
   "steps": [
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   ],
   "p": {
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   }
  },
  {
   "co": "Brandwatch",
   "d": "2025-11-20",
   "k": "announce",
   "t": "AI-powered industry benchmarks",
   "desc": "AI-generated benchmark comparisons against industry performance.",
   "ai_quote": "AI-powered influencer summaries, Iris AI content translations, and AI-powered industry benchmarks",
   "src": "https://www.prnewswire.com/news-releases/brandwatch-strengthens-ai-leadership-with-deeper-insights-and-expanded-data-coverage-302621990.html",
   "srcname": "PR Newswire (Brandwatch)",
   "conf": "med",
   "steps": [],
   "p": {
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   }
  },
  {
   "co": "Agility PR",
   "d": "2025-12",
   "k": "launch",
   "t": "AI-Powered Canvas",
   "desc": "Canvas presents media coverage and analysis as designed, AI-assisted reports.",
   "ai_quote": "AEO Content Optimizer & AI-Powered Canvas for your Media Coverage & Analysis",
   "src": "https://www.agilitypr.com/agility-support-new-in-agility/",
   "srcname": "Agility PR Solutions",
   "conf": "med",
   "steps": [
    "coverage_ai"
   ],
   "p": {
    "coverage_ai": 0.84,
    "pitch_writing": 0,
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   }
  },
  {
   "co": "Talkwalker",
   "d": "2025-12",
   "k": "announce",
   "t": "Yeti Agent",
   "desc": "Agentic AI layer letting users ask complex questions and get insights via agentic reasoning and MCP server integrations; a separate vendor page (now titled 'Wisdom, Your Self-Driving Insights Partner') additionally describes visualizations and recommendations, and Yeti Agent is now sold under the Wisdom name.",
   "ai_quote": "Powered by Talkwalker BlueSilk AI™, Yeti Agent powers OwlyGPT to surface trending topics, brand mentions, and actionable insights",
   "src": "https://blog.hootsuite.com/new-features-dec-2025/",
   "srcname": "Hootsuite blog (Talkwalker product update)",
   "conf": "med",
   "steps": [
    "chat_app"
   ],
   "p": {
    "coverage_ai": 0.3,
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    "your_ai": 0.4
   }
  },
  {
   "co": "Agility PR",
   "d": "2025-12-05",
   "k": "launch",
   "t": "PR CoPilot AEO Content Optimizer",
   "desc": "Analyzes press releases and recommends changes to improve discoverability in AI answer engines.",
   "ai_quote": "Applying AI-driven recommendations that align content with how AI answer engines interpret authority and relevance",
   "src": "https://www.agilitypr.com/pr-news/agility-news-reports/introducing-pr-copilots-aeo-content-optimizer-maximize-your-contents-discoverability/",
   "srcname": "Agility PR Solutions (newsroom)",
   "conf": "high",
   "steps": [
    "aiv_optimize"
   ],
   "p": {
    "coverage_ai": 0.03,
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    "aiv_optimize": 0.81
   }
  },
  {
   "co": "aclipp",
   "d": "2025-12-08",
   "k": "launch",
   "t": "Auto AI Prefill of Custom Metrics & Tags",
   "desc": "Suggests values for a team's own custom metrics and tags on each new clipping, based on the descriptions it defines.",
   "ai_quote": "With our new Auto AI Prefill, aclipp now analyzes your clippings and intelligently suggests values",
   "src": "https://aclipp.com/en/updates/auto-ai-prefill-custom-metrics-tags",
   "srcname": "aclipp",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.26,
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   }
  },
  {
   "co": "Vuelio",
   "d": "2025-12-09",
   "k": "announce",
   "t": "Stories & Perspectives",
   "desc": "Clusters media mentions into stories, reflecting different media, audience and stakeholder angles.",
   "ai_quote": "a new intelligent suite of AI tools from Vuelio",
   "src": "https://www.vuelio.com/uk/blog/introducing-lumina-the-ai-suite-built-from-the-ground-up-for-pr-comms/",
   "srcname": "Vuelio blog",
   "conf": "med",
   "steps": [],
   "p": {
    "coverage_ai": 0.53,
    "pitch_writing": 0,
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    "your_ai": 0.04
   }
  },
  {
   "co": "Medialyst",
   "d": "2025-12-10",
   "k": "announce",
   "t": "Choose Your AI",
   "desc": "Users pick their preferred underlying AI model (Gemini, Claude or GPT) for workflow table processing.",
   "ai_quote": "Choose Your AI lets users choose between Gemini, Claude, or GPT",
   "src": "https://medialyst.ai/changelog",
   "srcname": "Medialyst Changelog",
   "conf": "high",
   "steps": [],
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  },
  {
   "co": "Scrunch AI",
   "d": "2025-12-10",
   "k": "launch",
   "t": "Suggested Competitors",
   "desc": "Auto-detects brands that LLMs mention in place of the customer, for the watchlist.",
   "ai_quote": "automatically analyze prompt responses and AI search trend data to identify the brands competing for the prompts you care about",
   "src": "https://scrunch.com/blog/2025-12-suggested-competitors-auto-detect-competitive-brands-ai-search",
   "srcname": "Scrunch blog",
   "conf": "high",
   "steps": [
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  },
  {
   "co": "aclipp",
   "d": "2025-12-10",
   "k": "launch",
   "t": "Clipping Relevancy Checking",
   "desc": "Flags each new clipping as relevant or not to the brand or topics; user approves or dismisses.",
   "ai_quote": "As soon as a clipping is created, aclipp's AI analyzes its content.",
   "src": "https://aclipp.com/en/updates/clipping-relevancy-checking",
   "srcname": "aclipp",
   "conf": "high",
   "steps": [],
   "p": {
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  },
  {
   "co": "Profound",
   "d": "2025-12-11",
   "k": "launch",
   "t": "Profound Workflows",
   "desc": "Automation layer for content operations (public beta) - audit, analyze and optimize content at scale for the AI search era.",
   "ai_quote": "a new automation layer for marketing teams that streamlines content operations for the AI search era",
   "src": "https://www.tryprofound.com/blog/profound-workflows-public-beta",
   "srcname": "Profound (blog)",
   "conf": "high",
   "steps": [],
   "p": {
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  },
  {
   "co": "Profound",
   "d": "2025-12-14",
   "k": "announce",
   "t": "GPT-5.2 tracking",
   "desc": "Same-day tracking of ChatGPT responses on the newly released GPT-5.2 model across the whole product suite.",
   "ai_quote": "Profound is tracking GPT-5.2 responses in ChatGPT across our entire product suite",
   "src": "https://www.tryprofound.com/blog/now-tracking-gpt-5-2-in-chatgpt",
   "srcname": "Profound (blog)",
   "conf": "high",
   "steps": [
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   ],
   "p": {
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  },
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   "co": "Brand24",
   "d": "2025-12-16",
   "k": "launch",
   "t": "New Tab: LLM Monitoring",
   "desc": "Brand24 added a dedicated LLM Monitoring tab to let users track their AI-search position directly in the panel.",
   "ai_quote": "",
   "src": "https://updates.brand24.com/new-tab-llm-monitoring-monitor-your-ai-position-directly-in-the-brand24-panel-328678",
   "srcname": "Brand24 changelog",
   "conf": "med",
   "steps": [
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   ],
   "p": {
    "aiv_track": 0.7,
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   },
   "from": "events"
  },
  {
   "co": "Evertune",
   "d": "2025-12-16",
   "k": "announce",
   "t": "Partner Connect (impact.com)",
   "desc": "Pushes AI-influential source lists from Evertune directly into impact.com to launch affiliate campaigns on AI-cited publishers.",
   "ai_quote": "bringing together Evertune's AI visibility intelligence with impact.com's network of partnerships",
   "src": "https://www.evertune.ai/resources/insights-on-ai/introducing-partner-connect-evertune-and-impact-com-partner-to-bridge-ai-intelligence-and-affiliate-action",
   "srcname": "Evertune (vendor)",
   "conf": "high",
   "steps": [],
   "p": {
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   }
  },
  {
   "co": "Ahrefs Brand Radar",
   "d": "2025-12-19",
   "k": "launch",
   "t": "YouTube, TikTok and Reddit tracking added to Brand Radar",
   "desc": "Brand Radar adds brand-mention tracking across YouTube, TikTok (beta) and Reddit results in Google Search, alongside AI visibility tracking.",
   "ai_quote": "YouTube + TikTok (Beta) ... Reddit in SERPs (Beta)",
   "src": "https://ahrefs.com/blog/product-announcement-ahrefs-adds-youtube-and-reddit-tracking-to-brand-radar/",
   "srcname": "Ahrefs blog product announcement",
   "conf": "high",
   "steps": [],
   "p": {
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   }
  },
  {
   "co": "Scrunch AI",
   "d": "2025-12-19",
   "k": "launch",
   "t": "Copilot monitoring",
   "desc": "Adds Microsoft Copilot (the chatbot) as a monitored AI platform.",
   "ai_quote": "See what Copilot's saying about your brand",
   "src": "https://scrunch.com/blog/2025-12-copilot-monitor-optimize-ai-search",
   "srcname": "Scrunch blog",
   "conf": "high",
   "steps": [
    "aiv_track"
   ],
   "p": {
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   }
  },
  {
   "co": "Journalist Hunt",
   "d": "2026",
   "k": "launch",
   "t": "AI-powered press release generator",
   "desc": "A tool that generates a professional press release from startup details, with proper structure, tone, and formatting.",
   "ai_quote": "Our AI-powered press release generator helps startups, companies, and PR teams produce newsroom-ready announcements",
   "src": "https://journalisthunt.com/press-release-generator",
   "srcname": "Journalist Hunt (vendor site)",
   "conf": "low",
   "steps": [
    "release_writing"
   ],
   "p": {
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    "your_ai": 0.03
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  },
  {
   "co": "MentionAgent",
   "d": "2026",
   "k": "announce",
   "t": "AI visibility tracking",
   "desc": "AI Visibility (beta) tracks whether/how a brand appears in ChatGPT, Gemini and Claude answers, scanning twice a month.",
   "ai_quote": "AI visibility tracking across ChatGPT, Gemini & Claude",
   "src": "https://mentionagent.ai/",
   "srcname": "MentionAgent",
   "conf": "low",
   "steps": [
    "aiv_track"
   ],
   "p": {
    "coverage_ai": 0.02,
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    "aiv_sources": 0.23,
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  },
  {
   "co": "Wiztrust",
   "d": "2026",
   "k": "launch",
   "t": "AI co-pilot",
   "desc": "Augmented co-pilot across the platform that helps craft and optimize messages for regulated industries.",
   "ai_quote": "an augmented co-pilot that helps craft and optimize messages while respecting the strict requirements of regulated industries",
   "src": "https://www.wiztrust.com/en/about-us/",
   "srcname": "Wiztrust",
   "conf": "low",
   "steps": [
    "chat_app"
   ],
   "p": {
    "coverage_ai": 0.04,
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  },
  {
   "co": "OnePitch",
   "d": "2026-01",
   "k": "launch",
   "t": "Pitch Builder Assistant",
   "desc": "AI turns rough ideas into pitch drafts; the page's first Wayback capture is 24 January 2026.",
   "ai_quote": "Turn your rough ideas into tight, relevant pitches that journalists actually want to open",
   "src": "https://web.archive.org/web/20260124183149/https://onepitch.co/product-features/pitch-builder-assistant",
   "srcname": "OnePitch site, January 2026 capture",
   "conf": "high",
   "steps": [
    "pitch_writing"
   ],
   "p": {},
   "from": "override"
  },
  {
   "co": "Brand24",
   "d": "2026-01-01",
   "k": "launch",
   "t": "Brand24 MCP",
   "desc": "An MCP interface so ChatGPT, Claude and other AI agents can answer questions about a user's Brand24 projects.",
   "ai_quote": "Enhance ChatGPT, Claude or any other AI agent with insights from your projects",
   "src": "https://updates.brand24.com/brand24-mcp-enhance-chatgpt-claude-or-any-other-ai-agent-with-insights-from-your-projects-329207",
   "srcname": "Brand24 changelog",
   "conf": "high",
   "steps": [
    "your_ai"
   ],
   "p": {
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  },
  {
   "co": "Profound",
   "d": "2026-01-06",
   "k": "launch",
   "t": "Brand Relevant Prompts",
   "desc": "Shows exactly which prompts answer engines cite a brand and its competitors on.",
   "ai_quote": "shows exactly where Answer Engines cite your brand and competitors, so you can stop guessing which prompts matter",
   "src": "https://www.tryprofound.com/blog/brand-relevant-prompts",
   "srcname": "Profound (blog)",
   "conf": "high",
   "steps": [
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   ],
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  },
  {
   "co": "Wiztrust",
   "d": "2026-01-07",
   "k": "announce",
   "t": "AI visibility monitoring with GetMint",
   "desc": "Partnership to track media mentions and quotes in AI assistants and optimize releases for AI search (GEO).",
   "ai_quote": "GetMint, a European pioneer in AI-powered brand visibility monitoring and optimization",
   "src": "https://newsroom.wiztrust.com/news/wiztrust-and-getmint-announce-a-partnership-to-strengthen-the-impact-of-pr-in-the-era-of-ai-search-6c00f-7e09e.html",
   "srcname": "Wiztrust newsroom",
   "conf": "high",
   "steps": [
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    "aiv_optimize"
   ],
   "p": {
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  },
  {
   "co": "AirOps",
   "d": "2026-01-08",
   "k": "launch",
   "t": "Citations Matrix",
   "desc": "Analytics matrix showing how often a brand is cited by each AI platform, by topic, domain category or competitor.",
   "ai_quote": "shows how often your brand is cited by each AI platform",
   "src": "https://www.airops.com/blog/new-ai-search-improvements-faster-insights-deeper-visibility-better-decisions",
   "srcname": "AirOps blog",
   "conf": "high",
   "steps": [
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   ],
   "p": {
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  },
  {
   "co": "Medialyst",
   "d": "2026-01-08",
   "k": "launch",
   "t": "Pitch Roast",
   "desc": "Free standalone tool at ismypitchshit.com scores pasted PR pitches with real-time AI feedback and suggestions.",
   "ai_quote": "free tool getting pitches scored by AI; brutally honest AI suggestions improving pitches",
   "src": "https://medialyst.ai/changelog",
   "srcname": "Medialyst Changelog",
   "conf": "high",
   "steps": [],
   "p": {
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  },
  {
   "co": "Scrunch AI",
   "d": "2026-01-08",
   "k": "announce",
   "t": "Scrunch + Noble partnership",
   "desc": "Referral partnership: find citation sources in Scrunch, buy placements through Noble, a separate product. No product integration is described.",
   "ai_quote": "LLMs don't crawl and rank. They cite and summarize.",
   "src": "https://scrunch.com/blog/2026-01-partnership-scrunch-noble",
   "srcname": "Scrunch (vendor blog)",
   "conf": "high",
   "steps": [],
   "p": {
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  },
  {
   "co": "AthenaHQ",
   "d": "2026-01-10",
   "k": "announce",
   "t": "Query Volume Estimation Model (QVEM)",
   "desc": "Proprietary ML model predicts AI-search prompt volume across platforms like ChatGPT, Perplexity and Claude.",
   "ai_quote": "AthenaHQ's proprietary machine learning system designed specifically for the unique challenges of generative AI search analytics",
   "src": "https://athenahq.ai/index/generative-ai-search-query-volume-estimation-model/",
   "srcname": "AthenaHQ (vendor)",
   "conf": "high",
   "steps": [],
   "p": {
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    "your_ai": 0.04
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  },
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   "co": "Knowatoa",
   "d": "2026-01-12",
   "k": "launch",
   "t": "What's Chrome Saying?",
   "desc": "Tool using Chrome's built-in Gemini Nano model to show what AI knows about a website's products, customers, and competitors.",
   "ai_quote": "shows you what Chrome's built-in AI knows about any website",
   "src": "https://knowatoa.com/updates/whats-chrome-saying",
   "srcname": "Knowatoa Updates",
   "conf": "high",
   "steps": [
    "aiv_track"
   ],
   "p": {
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    "aiv_optimize": 0.11
   }
  },
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   "co": "Evertune",
   "d": "2026-01-14",
   "k": "launch",
   "t": "Shopping Intelligence",
   "desc": "Tracks how AI models recommend products in ChatGPT and gives brands visibility and pricing metrics.",
   "ai_quote": "Shopping Intelligence captures these AI-powered shopping experiences to show brands when their products appear",
   "src": "https://www.evertune.ai/resources/insights-on-ai/evertune-launches-shopping-intelligence-to-track-brand-visibility-in-ai-powered-product-recommendations",
   "srcname": "Evertune",
   "conf": "high",
   "steps": [
    "aiv_track"
   ],
   "p": {
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    "your_ai": 0.05,
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    "aiv_optimize": 0.19
   }
  },
  {
   "co": "Knowatoa",
   "d": "2026-01-17",
   "k": "launch",
   "t": "Expanded Citation Categories",
   "desc": "Citation sources classified into 20 industry-specific categories using AI-powered tagging.",
   "ai_quote": "AI-powered tagging",
   "src": "https://knowatoa.com/updates",
   "srcname": "Knowatoa Updates",
   "conf": "high",
   "steps": [
    "aiv_sources"
   ],
   "p": {
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    "pitch_writing": 0,
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    "aiv_track": 0.22,
    "aiv_sources": 0.38,
    "aiv_optimize": 0.12
   }
  },
  {
   "co": "Ahrefs Brand Radar",
   "d": "2026-01-20",
   "k": "launch",
   "t": "Custom AI Prompt Tracking",
   "desc": "Lets teams track specific custom prompts (beyond Brand Radar's native index) to gauge brand visibility in AI answers.",
   "ai_quote": "how their brand appears in AI-generated answers across platforms like ChatGPT, Gemini, and Perplexity",
   "src": "https://finance.yahoo.com/news/ahrefs-launches-custom-ai-prompt-051600618.html",
   "srcname": "Business Wire (via Yahoo Finance)",
   "conf": "high",
   "steps": [
    "aiv_track"
   ],
   "p": {
    "coverage_ai": 0.02,
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    "aiv_optimize": 0.03
   }
  },
  {
   "co": "Medialyst",
   "d": "2026-01-23",
   "k": "beta",
   "t": "AI-powered journalist discovery and matching",
   "desc": "Private Beta Launch ships AI-powered journalist discovery and matching, workflow tables, and beat/relevance scoring.",
   "ai_quote": "Private Beta Launch features AI-powered journalist discovery and matching",
   "src": "https://medialyst.ai/changelog",
   "srcname": "Medialyst Changelog",
   "conf": "high",
   "steps": [
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   ],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
    "release_writing": 0,
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    "opportunities": 0.36,
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    "your_ai": 0.03
   }
  },
  {
   "co": "AirOps",
   "d": "2026-01-27",
   "k": "launch",
   "t": "Page360",
   "desc": "Unified data layer combining AI search citations/mentions, Google Search Console, GA4 analytics, and content-freshness signals in one dashboard.",
   "ai_quote": "a context layer that provides the full performance picture to agents in Workflows... what models like ChatGPT are reading your content for",
   "src": "https://www.airops.com/blog/introducing-page360",
   "srcname": "AirOps blog",
   "conf": "high",
   "steps": [
    "aiv_track"
   ],
   "p": {
    "coverage_ai": 0.09,
    "pitch_writing": 0,
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    "your_ai": 0.16,
    "aiv_track": 0.66,
    "aiv_sources": 0.39,
    "aiv_optimize": 0.29
   }
  },
  {
   "co": "Talkwalker",
   "d": "2026-01-28",
   "k": "launch",
   "t": "LLM Insights",
   "desc": "LLM Insights gives visibility into how a brand and competitor brands appear across AI assistants like ChatGPT, Gemini, Claude and Perplexity.",
   "ai_quote": "visibility into how your brand and your competitor's brands appear across AI assistants like ChatGPT, Gemini, Claude, and Perplexity",
   "src": "https://www.hootsuite.com/whats-new/llm-insights",
   "srcname": "Hootsuite What's New (Lumen by Talkwalker)",
   "conf": "high",
   "steps": [
    "aiv_track"
   ],
   "p": {
    "coverage_ai": 0.04,
    "pitch_writing": 0,
    "release_writing": 0,
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    "agent": 0.03,
    "your_ai": 0.05,
    "aiv_track": 0.89,
    "aiv_sources": 0.06,
    "aiv_optimize": 0.04
   }
  },
  {
   "co": "Evertune",
   "d": "2026-01-29",
   "k": "announce",
   "t": "Partner Connect for B2B SaaS (PartnerStack)",
   "desc": "Extends Partner Connect so B2B SaaS marketers can tie GEO intelligence to partner content that influences AI recommendations.",
   "ai_quote": "generative engine optimization (GEO) intelligence directly to their partner ecosystem and activate content that influences AI",
   "src": "https://www.evertune.ai/resources/insights-on-ai/partner-connect-expands-to-b2b-saas-partnerships-with-partnerstack",
   "srcname": "Evertune (vendor)",
   "conf": "high",
   "steps": [
    "aiv_optimize"
   ],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
    "release_writing": 0,
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    "your_ai": 0.06,
    "aiv_track": 0.1,
    "aiv_sources": 0.05,
    "aiv_optimize": 0.71
   }
  },
  {
   "co": "Featured",
   "d": "2026-02",
   "k": "announce",
   "t": "Find Journalists",
   "desc": "AI feature that takes a press release or URL and recommends matching journalists from HARO's 33,000-plus.",
   "ai_quote": "an AI feature that matches your press release to the right journalists from HARO's 33,000-plus",
   "src": "https://featured.com/press/podcast/edward-show-ai-pr-hack",
   "srcname": "Featured press page",
   "conf": "low",
   "steps": [
    "lists"
   ],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
    "release_writing": 0,
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    "your_ai": 0.05
   }
  },
  {
   "co": "Meltwater",
   "d": "2026-02",
   "k": "launch",
   "t": "AI-Generated Overviews for Automated Newsletters",
   "desc": "Automated newsletters can include AI-written overviews that summarize media coverage.",
   "ai_quote": "Automated Newsletters can include AI-generated overviews to summarize your media coverage automatically",
   "src": "https://www.meltwater.com/en/product-updates/page/8",
   "srcname": "Meltwater product updates",
   "conf": "high",
   "steps": [
    "coverage_ai"
   ],
   "p": {
    "coverage_ai": 0.93,
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   }
  },
  {
   "co": "Meltwater",
   "d": "2026-02",
   "k": "launch",
   "t": "Influencer Marketing AI Assistant (Klear)",
   "desc": "Klear AI Assistant drafts campaign briefs, finds creators, drafts outreach and summarizes performance.",
   "ai_quote": "Klear ... includes an AI Assistant to help you plan, execute, and analyze campaigns more efficiently",
   "src": "https://www.meltwater.com/en/product-updates/page/8",
   "srcname": "Meltwater product updates",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.05,
    "pitch_writing": 0,
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    "your_ai": 0.04
   }
  },
  {
   "co": "Meltwater",
   "d": "2026-02",
   "k": "launch",
   "t": "Influencer Discovery AI Assistant (Klear)",
   "desc": "Describe a campaign in plain language and get guided questions and creator recommendations.",
   "ai_quote": "includes an AI Discovery Assistant to help you find the right creators faster",
   "src": "https://www.meltwater.com/en/product-updates/page/9",
   "srcname": "Meltwater product updates",
   "conf": "high",
   "steps": [
    "chat_app"
   ],
   "p": {
    "coverage_ai": 0.04,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.28,
    "chat_app": 0.74,
    "opportunities": 0.04,
    "agent": 0.13,
    "your_ai": 0.04
   }
  },
  {
   "co": "Roxhill",
   "d": "2026-02",
   "k": "announce",
   "t": "Press Release Tracker",
   "desc": "Tracks who opened a distributed press release, who clicked through, and which outlets picked up the story.",
   "ai_quote": "Six AI tools built directly into the platform",
   "src": "https://www.linkedin.com/posts/roxhill-media_roxhill-media-product-updates-you-need-to-activity-7429102325258039298-K-mU",
   "srcname": "Roxhill Media LinkedIn post (2026-02-16)",
   "conf": "med",
   "steps": [],
   "p": {
    "coverage_ai": 0.07,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.04,
    "chat_app": 0.04,
    "opportunities": 0.02,
    "agent": 0.05,
    "your_ai": 0.03
   }
  },
  {
   "co": "Roxhill",
   "d": "2026-02",
   "k": "launch",
   "t": "Forward planner",
   "desc": "A forward planner helping users stay ahead of upcoming PR opportunities.",
   "ai_quote": "Our new forward planner helps you stay ahead of great PR opportunities.",
   "src": "https://www.linkedin.com/posts/roxhill-media_roxhill-media-product-updates-you-need-to-activity-7429102325258039298-K-mU",
   "srcname": "Roxhill Media LinkedIn post (2026-02-16)",
   "conf": "med",
   "steps": [],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.03,
    "chat_app": 0.02,
    "opportunities": 0.59,
    "agent": 0.03,
    "your_ai": 0.02
   }
  },
  {
   "co": "Muck Rack",
   "d": "2026-02-02",
   "k": "beta",
   "t": "Media List Agent",
   "desc": "Muck Rack's first branded AI agent: recommends journalists to add or remove from a media list based on pitch content, with explanations.",
   "ai_quote": "the company's first AI agent designed to help PR and communications teams improve pitch performance",
   "src": "https://www.manilatimes.net/2026/02/03/tmt-newswire/globenewswire/muck-rack-launches-media-list-agent-to-power-smarter-pitching/2270012",
   "srcname": "Manila Times (syndicated GlobeNewswire release)",
   "conf": "high",
   "steps": [
    "agent"
   ],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.9,
    "chat_app": 0.62,
    "opportunities": 0.05,
    "agent": 0.28,
    "your_ai": 0.05
   }
  },
  {
   "co": "AirOps",
   "d": "2026-02-03",
   "k": "launch",
   "t": "AirOps Offsite",
   "desc": "Finds the third-party publishers that influence AI answers in a category, lands mentions there and measures citation lift; managed-service option.",
   "ai_quote": "Identify the third-party publishers that influence AI answers in your category.",
   "src": "https://www.airops.com/blog/introducing-offsite",
   "srcname": "AirOps blog",
   "conf": "high",
   "steps": [
    "aiv_sources",
    "aiv_optimize"
   ],
   "p": {
    "coverage_ai": 0.04,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.48,
    "chat_app": 0.03,
    "opportunities": 0.05,
    "agent": 0.27,
    "your_ai": 0.04,
    "aiv_track": 0.41,
    "aiv_sources": 0.9,
    "aiv_optimize": 0.8
   }
  },
  {
   "co": "Scrunch AI",
   "d": "2026-02-03",
   "k": "launch",
   "t": "Site Maps",
   "desc": "Shows how AI agents consume a site, page by page, and flags pages to fix.",
   "ai_quote": "Learn how AI agents read your site, pinpoint problems, optimize pages",
   "src": "https://scrunch.com/blog/site-maps-ai-search-website-optimization",
   "srcname": "Scrunch blog",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.04,
    "opportunities": 0.01,
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    "your_ai": 0.04
   }
  },
  {
   "co": "Otterly.ai",
   "d": "2026-02-05",
   "k": "launch",
   "t": "GEO Audit rebuilt: Crawlability Checker + Content Checker",
   "desc": "The legacy Domain and URL Audit tools were replaced by a GEO Crawlability Checker and a Content Checker.",
   "ai_quote": "The legacy Domain and URL Audit tools are being replaced by two new tools: a GEO Crawlability Checker and a Content Checker.",
   "src": "https://otterly.ai/blog/geo-audit-crawlability-content-checker/",
   "srcname": "OtterlyAI Blog",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
    "release_writing": 0,
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    "your_ai": 0.03
   }
  },
  {
   "co": "AirOps",
   "d": "2026-02-06",
   "k": "launch",
   "t": "AirOps Claude Connector (MCP)",
   "desc": "Connector pipes brand context, workflow outputs and AI visibility data into Claude via MCP.",
   "ai_quote": "pipe brand context, workflow outputs, and AI visibility data directly into Claude through MCP",
   "src": "https://www.airops.com/blog/how-to-use-airops-claude-connector",
   "srcname": "AirOps blog",
   "conf": "low",
   "steps": [
    "your_ai"
   ],
   "p": {
    "coverage_ai": 0.04,
    "pitch_writing": 0,
    "release_writing": 0,
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    "opportunities": 0.02,
    "agent": 0.06,
    "your_ai": 0.97
   }
  },
  {
   "co": "PressPitch AI",
   "d": "2026-02-07",
   "k": "launch",
   "t": "AI Pitch Generator",
   "desc": "Builds a focused, personalized media pitch from frameworks behind 200+ earned-media placements.",
   "ai_quote": "AI turns your story into a focused press pitch",
   "src": "http://web.archive.org/web/20260207200133/https://presspitchai.com/",
   "srcname": "PressPitch AI (Wayback Machine capture)",
   "conf": "low",
   "steps": [
    "pitch_writing"
   ],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
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    "chat_app": 0.08,
    "opportunities": 0.13,
    "agent": 0.3,
    "your_ai": 0.03
   }
  },
  {
   "co": "Peec AI",
   "d": "2026-02-10",
   "k": "beta",
   "t": "Actions",
   "desc": "Turns AI visibility data into a prioritized, clustered list of content/outreach opportunities to close competitor gaps.",
   "ai_quote": "turns your AI visibility data into a prioritized list of what to work on next",
   "src": "https://peec.ai/blog/introducing-actions",
   "srcname": "Peec AI (blog)",
   "conf": "high",
   "steps": [
    "aiv_optimize"
   ],
   "p": {
    "coverage_ai": 0.06,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.15,
    "chat_app": 0.04,
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    "agent": 0.14,
    "your_ai": 0.07,
    "aiv_track": 0.09,
    "aiv_sources": 0.23,
    "aiv_optimize": 0.15
   }
  },
  {
   "co": "Podscan",
   "d": "2026-02-10",
   "k": "announce",
   "t": "MCP (Model Context Protocol) integration",
   "desc": "Connects Podscan's 4M+ podcast database to Claude, ChatGPT and other AI assistants so agents can search and query podcast content.",
   "ai_quote": "Podscan now works with AI agents",
   "src": "https://podscan.kit.com/posts/your-ai-agent-can-now-search-4m-podcasts-via-mcp-plus-smarter-categorization",
   "srcname": "Podscan.fm newsletter (Kit)",
   "conf": "high",
   "steps": [
    "your_ai"
   ],
   "p": {
    "coverage_ai": 0.06,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.1,
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    "your_ai": 0.97
   }
  },
  {
   "co": "Brandlight",
   "d": "2026-02-11",
   "k": "announce",
   "t": "AI Ads",
   "desc": "Announced with the Series A; AI Ads (tracks ad share, category visibility and competitor spend in AI answers) is in enterprise beta by application, not generally available.",
   "ai_quote": "we are expanding Brandlight beyond AI visibility into AI Ads",
   "src": "https://www.brandlight.ai/blog/the-ai-market-just-became-a-real-market",
   "srcname": "Brandlight (company blog)",
   "conf": "high",
   "steps": [
    "aiv_track"
   ],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
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    "chat_app": 0.02,
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    "your_ai": 0.05,
    "aiv_track": 0.6,
    "aiv_sources": 0.02,
    "aiv_optimize": 0.27
   }
  },
  {
   "co": "Brandlight",
   "d": "2026-02-11",
   "k": "announce",
   "t": "AI Commerce (Agentic Commerce)",
   "desc": "Announced expansion into AI Commerce with the Series A; an Agentic Commerce module (Shopping Visibility Optimization, Trigger Keyword Targeting, Product & Retailer Intelligence) is now listed on the site, with no separate general-availability date confirmed.",
   "ai_quote": "AI Commerce, Monitoring and optimizing how products are recommended and transacted by AI agents",
   "src": "https://www.brandlight.ai/blog/the-ai-market-just-became-a-real-market",
   "srcname": "Brandlight (company blog)",
   "conf": "high",
   "steps": [
    "aiv_track",
    "aiv_optimize"
   ],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
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    "chat_app": 0.03,
    "opportunities": 0.01,
    "agent": 0.03,
    "your_ai": 0.07,
    "aiv_track": 0.07,
    "aiv_sources": 0.02,
    "aiv_optimize": 0.26
   }
  },
  {
   "co": "Evertune",
   "d": "2026-02-11",
   "k": "announce",
   "t": "AI Retargeting",
   "desc": "Lets marketers run programmatic retargeting campaigns on the publisher sites AI models cite, via Index Exchange and The Trade Desk.",
   "ai_quote": "Marketers will be able to activate AI retargeting campaigns on the publishers that influence AI responses.",
   "src": "https://www.evertune.ai/resources/insights-on-ai/evertune-announces-ai-retargeting-through-new-partnerships-with-index-exchange-and-the-trade-desk",
   "srcname": "Evertune (vendor)",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.03,
    "chat_app": 0.02,
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    "agent": 0.03,
    "your_ai": 0.03
   }
  },
  {
   "co": "Profound",
   "d": "2026-02-12",
   "k": "launch",
   "t": "Knowledge Bases",
   "desc": "Lets marketing teams upload source-of-truth documents so Profound Agents have brand-specific context when acting.",
   "ai_quote": "When marketing teams upload Knowledge Bases to Profound, Agents get a single source of truth for company-specific information",
   "src": "https://www.tryprofound.com/blog/introducing-knowledge-bases-in-profound",
   "srcname": "Profound (blog)",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.1,
    "opportunities": 0.01,
    "agent": 0.06,
    "your_ai": 0.04
   }
  },
  {
   "co": "Surfacd",
   "d": "2026-02-12",
   "k": "launch",
   "t": "AI visibility monitoring",
   "desc": "Tracks how brands appear across ChatGPT, Perplexity, Gemini, Copilot, Grok, AI Mode and AI Overviews.",
   "ai_quote": "a proprietary AI visibility monitoring tool that helps B2B brands track, benchmark and improve how they appear across AI search platforms",
   "src": "https://marcommnews.com/clarity-global-launches-surfacd-to-close-the-ai-visibility-gap-for-b2b-brands/",
   "srcname": "MarComm News",
   "conf": "med",
   "steps": [
    "aiv_track"
   ],
   "p": {
    "coverage_ai": 0.06,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.03,
    "opportunities": 0.02,
    "agent": 0.03,
    "your_ai": 0.33,
    "aiv_track": 0.9,
    "aiv_sources": 0.39,
    "aiv_optimize": 0.05
   }
  },
  {
   "co": "Feedly AI",
   "d": "2026-02-18",
   "k": "launch",
   "t": "AI on your own PDF reports",
   "desc": "Upload PDFs and analyze them with the same AI capabilities used on Feedly sources.",
   "ai_quote": "Upload your PDFs into Feedly and analyze them with the same AI capabilities you already use",
   "src": "https://feedly.com/changelog/feed.xml",
   "srcname": "Feedly changelog",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.12,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.2,
    "opportunities": 0.02,
    "agent": 0.02,
    "your_ai": 0.03
   }
  },
  {
   "co": "NewsWhip",
   "d": "2026-02-18",
   "k": "launch",
   "t": "Trellis Monitoring Agent",
   "desc": "Always-on agent that surfaces emerging stories early with analyst-quality updates.",
   "ai_quote": "an always-on agent that surfaces emerging stories early with structured, analyst-quality updates",
   "src": "https://www.globenewswire.com/news-release/2026/02/18/3240258/0/en/sprout-social-launches-ai-powered-solutions-and-expanded-reddit-partnership-to-help-brands-navigate-the-next-era-of-discovery.html",
   "srcname": "GlobeNewswire (Sprout Social)",
   "conf": "high",
   "steps": [
    "coverage_ai"
   ],
   "p": {
    "coverage_ai": 0.79,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.03,
    "chat_app": 0.13,
    "opportunities": 0.55,
    "agent": 0.21,
    "your_ai": 0.1
   }
  },
  {
   "co": "aclipp",
   "d": "2026-02-26",
   "k": "beta",
   "t": "aclipp Monitoring (Beta)",
   "desc": "Searches the web for news matching up to 3 keywords and creates clippings, with optional AI pre-filtering.",
   "ai_quote": "Optional AI-powered pre-filtering helps ensure only truly relevant articles make it into your dashboard.",
   "src": "https://aclipp.com/en/updates/aclipp-monitoring",
   "srcname": "aclipp",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.11,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.05,
    "chat_app": 0.02,
    "opportunities": 0.02,
    "agent": 0.16,
    "your_ai": 0.03
   }
  },
  {
   "co": "Brand24",
   "d": "2026-02-27",
   "k": "launch",
   "t": "Brand24 ChatGPT App",
   "desc": "An official ChatGPT app for asking natural-language questions about Brand24 mention, sentiment and influencer data.",
   "ai_quote": "Brand24 is now an official app in the OpenAI App Store",
   "src": "https://updates.brand24.com/brand24-chatgpt-app-your-brand-intelligence-inside-chatgpt-332912",
   "srcname": "Brand24 changelog",
   "conf": "high",
   "steps": [
    "your_ai"
   ],
   "p": {
    "coverage_ai": 0.08,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.04,
    "chat_app": 0.26,
    "opportunities": 0.02,
    "agent": 0.04,
    "your_ai": 0.9
   }
  },
  {
   "co": "Agility PR",
   "d": "2026-03",
   "k": "launch",
   "t": "PR CoPilot AI-powered media positioning features",
   "desc": "New PR CoPilot features for positioning against media coverage.",
   "ai_quote": "PR CoPilot: New AI-powered media positioning features",
   "src": "https://www.agilitypr.com/agility-support-new-in-agility/",
   "srcname": "Agility PR Solutions",
   "conf": "med",
   "steps": [],
   "p": {
    "coverage_ai": 0.23,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.16,
    "chat_app": 0.46,
    "opportunities": 0.07,
    "agent": 0.13,
    "your_ai": 0.05
   }
  },
  {
   "co": "Meltwater",
   "d": "2026-03",
   "k": "launch",
   "t": "AI Sorting in Content Stream",
   "desc": "Natural-language sorting that reorders the content stream to put relevant articles first.",
   "ai_quote": "The Content Stream now includes AI Sorting, letting you surface the most relevant articles using natural language",
   "src": "https://www.meltwater.com/en/product-updates/page/8",
   "srcname": "Meltwater product updates",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.09,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.06,
    "chat_app": 0.03,
    "opportunities": 0.05,
    "agent": 0.03,
    "your_ai": 0.02
   }
  },
  {
   "co": "Meltwater",
   "d": "2026-03",
   "k": "launch",
   "t": "AI Relevance Assessment for Journalist Profiles",
   "desc": "AI-generated Strong fit, Moderate fit or Mismatch label with a short reason on journalist profiles.",
   "ai_quote": "include an AI-generated relevance assessment that indicates how closely a journalist's coverage aligns with your recent outreach",
   "src": "https://www.meltwater.com/en/product-updates/page/8",
   "srcname": "Meltwater product updates",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.08,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.44,
    "chat_app": 0.03,
    "opportunities": 0.09,
    "agent": 0.03,
    "your_ai": 0.03
   }
  },
  {
   "co": "Meltwater",
   "d": "2026-03",
   "k": "launch",
   "t": "Mira Studio Agents for Roundups, Briefings, and Coverage Reports",
   "desc": "Purpose-built Mira agents that generate industry roundups, news briefings and coverage reports.",
   "ai_quote": "Mira Studio, your AI-powered teammate inside Meltwater, includes purpose-built Agents for industry roundups, news briefings",
   "src": "https://www.meltwater.com/en/product-updates/page/7",
   "srcname": "Meltwater product updates",
   "conf": "high",
   "steps": [
    "coverage_ai",
    "agent"
   ],
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  },
  {
   "co": "Meltwater",
   "d": "2026-03",
   "k": "launch",
   "t": "Create a Dashboard with Mira Companion",
   "desc": "Mira Companion builds a Unified Dashboard from a question or prompt.",
   "ai_quote": "Mira Companion now lets you generate a Unified Dashboard directly from a question or prompt",
   "src": "https://www.meltwater.com/en/product-updates/page/7",
   "srcname": "Meltwater product updates",
   "conf": "high",
   "steps": [
    "chat_app",
    "agent"
   ],
   "p": {
    "coverage_ai": 0.18,
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  },
  {
   "co": "Meltwater",
   "d": "2026-03",
   "k": "launch",
   "t": "AI Summary for the Most Frequent Topics widget",
   "desc": "AI-generated plain-language summary on the Most Frequent Topics dashboard widget.",
   "ai_quote": "now includes an AI-generated summary that explains the trends behind your data in plain language",
   "src": "https://www.meltwater.com/en/product-updates/page/7",
   "srcname": "Meltwater product updates",
   "conf": "high",
   "steps": [
    "coverage_ai"
   ],
   "p": {
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  },
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   "co": "Vuelio",
   "d": "2026-03",
   "k": "launch",
   "t": "Lumina Distribution Composer",
   "desc": "Turns announcements, press releases and emails into ready-to-use distribution drafts.",
   "ai_quote": "The AI-powered Distribution Composer simplifies the process of transforming your announcements",
   "src": "https://www.vuelio.com/uk/product-updates/",
   "srcname": "Vuelio",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.03,
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  },
  {
   "co": "Vuelio",
   "d": "2026-03",
   "k": "launch",
   "t": "Group suggestions in the Media and Political Database",
   "desc": "Suggests contacts to add as journalists change outlets or beats and politicians change roles.",
   "ai_quote": "The Group suggestions feature leverages AI to suggest relevant additions",
   "src": "https://www.vuelio.com/uk/product-updates/",
   "srcname": "Vuelio",
   "conf": "high",
   "steps": [
    "lists"
   ],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
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    "your_ai": 0.03
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  },
  {
   "co": "Medialyst",
   "d": "2026-03-02",
   "k": "announce",
   "t": "The Database That Researches Itself",
   "desc": "Journalist database enriched live by AI agents pulling from author pages, social profiles, and 10+ data providers.",
   "ai_quote": "a database that's always fresh because AI agents can enrich data live",
   "src": "https://medialyst.ai/blog/why-medialyst-media-database",
   "srcname": "Medialyst Blog",
   "conf": "high",
   "steps": [
    "lists"
   ],
   "p": {
    "coverage_ai": 0.04,
    "pitch_writing": 0,
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    "agent": 0.38,
    "your_ai": 0.04
   }
  },
  {
   "co": "AirOps",
   "d": "2026-03-03",
   "k": "launch",
   "t": "CMS and Project Management Integrations",
   "desc": "Native CMS/PM integrations (Webflow, WordPress, Contentful, Asana, ClickUp, Monday.com, Airtable) let teams run content through AI-powered workflows.",
   "ai_quote": "run them through AI-powered workflows for creation, refresh, or optimization",
   "src": "https://finance.yahoo.com/news/airops-brings-ai-search-optimization-140000743.html",
   "srcname": "Business Wire (via Yahoo Finance)",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
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    "your_ai": 0.14
   }
  },
  {
   "co": "Muck Rack",
   "d": "2026-03-05",
   "k": "launch",
   "t": "AI Visibility Badges",
   "desc": "Tiered badges showing which journalists and outlets are most frequently cited in AI-generated answers, from Generative Pulse data.",
   "ai_quote": "AI Visibility Badges show which journalists and media outlets are most frequently cited in AI-generated answers",
   "src": "https://finance.yahoo.com/news/muck-rack-launches-ai-visibility-173000132.html",
   "srcname": "Yahoo Finance (syndicated GlobeNewswire release)",
   "conf": "high",
   "steps": [
    "aiv_sources"
   ],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
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    "your_ai": 0.03,
    "aiv_track": 0.31,
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    "aiv_optimize": 0.04
   }
  },
  {
   "co": "Medialyst",
   "d": "2026-03-06",
   "k": "launch",
   "t": "Agent Mode",
   "desc": "An AI agent reads a client's site, searches today's news, and proposes trending story angles, then builds a media list.",
   "ai_quote": "Watch the agent read your client's site, searches today's news, finds the angles that are actually trending",
   "src": "https://medialyst.ai/blog/cision-exec-will-love-this-hi",
   "srcname": "Medialyst Blog",
   "conf": "high",
   "steps": [
    "opportunities",
    "agent"
   ],
   "p": {
    "coverage_ai": 0.18,
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    "your_ai": 0.05
   }
  },
  {
   "co": "MentionAgent",
   "d": "2026-03-07",
   "k": "launch",
   "t": "Agentic outreach (AI outreach agent)",
   "desc": "An AI agent finds relevant blog/article prospects, looks up editor contacts, writes pitches and sends them after approval (or via optional autopilot), follows up, and drafts replies for the customer to approve.",
   "ai_quote": "agentic outreach is link building and PR outreach run by an AI agent, not a human or a campaign builder",
   "src": "https://mentionagent.ai/about/",
   "srcname": "MentionAgent about page",
   "conf": "med",
   "steps": [
    "agent"
   ],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
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   }
  },
  {
   "co": "MentionAgent",
   "d": "2026-03-07",
   "k": "launch",
   "t": "AI-powered prospecting",
   "desc": "Automatically finds blog posts and articles relevant to the customer's product and niche.",
   "ai_quote": "AI-powered prospecting",
   "src": "https://mentionagent.ai/about/",
   "srcname": "MentionAgent about page",
   "conf": "med",
   "steps": [],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
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   }
  },
  {
   "co": "Rankscale",
   "d": "2026-03-10",
   "k": "launch",
   "t": "AI Page Audit v2",
   "desc": "Rebuilt page-auditing engine that analyzes pages in parallel for AI-visibility factors, keeps full audit history, and exports to PDF.",
   "ai_quote": "AI Page Audit v2",
   "src": "https://rankscale.ai/changelog",
   "srcname": "Rankscale Changelog",
   "conf": "med",
   "steps": [
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   ],
   "p": {
    "coverage_ai": 0.03,
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    "aiv_optimize": 0.2
   }
  },
  {
   "co": "Rankscale",
   "d": "2026-03-11",
   "k": "launch",
   "t": "Live Google AI Overview snapshots & search query fan-out",
   "desc": "Google AI Overview results now come from live rendered snapshots with a full Web View and search query fan-out; adds xAI Grok tracking.",
   "ai_quote": "live rendered snapshots with the full Web View and search query fan-out",
   "src": "https://rankscale.ai/changelog",
   "srcname": "Rankscale Changelog",
   "conf": "high",
   "steps": [
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   ],
   "p": {
    "coverage_ai": 0.02,
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  },
  {
   "co": "Rankscale",
   "d": "2026-03-11",
   "k": "launch",
   "t": "Grok tracking",
   "desc": "Tracks how xAI Grok mentions and cites a brand.",
   "ai_quote": "Track your brand in xAI Grok",
   "src": "https://rankscale.ai/changelog#grok-ai-overview-snapshots",
   "srcname": "Rankscale changelog",
   "conf": "high",
   "steps": [
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   ],
   "p": {
    "coverage_ai": 0.06,
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  },
  {
   "co": "AthenaHQ",
   "d": "2026-03-18",
   "k": "announce",
   "t": "AthenaHQ + Noble partnership",
   "desc": "Partnership pairing AthenaHQ's AI visibility tracking with Noble's automated brand-placement execution.",
   "ai_quote": "AI answers are assembled from a small set of external sources per topic.",
   "src": "https://athenahq.ai/index/athenahq-noble-partnership",
   "srcname": "AthenaHQ (vendor)",
   "conf": "high",
   "steps": [
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   ],
   "p": {
    "coverage_ai": 0.03,
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  },
  {
   "co": "Rankscale",
   "d": "2026-03-18",
   "k": "launch",
   "t": "GEO analytics skill for OpenClaw (rs-geo-analytics)",
   "desc": "Skill that lets an OpenClaw agent run Rankscale AI search visibility analytics from the terminal.",
   "ai_quote": "GEO With OpenClaw: How to Run AI Search Visibility Analytics From Your Terminal",
   "src": "https://rankscale.ai/blog/geo-with-openclaw-how-to-run-ai-search-visibility-analytics-from-your-terminal",
   "srcname": "Rankscale blog",
   "conf": "med",
   "steps": [
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    "aiv_track"
   ],
   "p": {
    "coverage_ai": 0.12,
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    "your_ai": 0.61,
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    "aiv_optimize": 0.22
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  },
  {
   "co": "Scrunch AI",
   "d": "2026-03-18",
   "k": "launch",
   "t": "Content Gaps",
   "desc": "Auto-detects missing site content for tracked prompts, names competitors filling the gap, and turns a gap into a content brief.",
   "ai_quote": "Content Gaps auto-detects when your website is missing content for tracked prompts and helps you close the gap.",
   "src": "https://scrunch.com/blog/content-gaps-find-and-fix-ai-blind-spots",
   "srcname": "Scrunch blog",
   "conf": "high",
   "steps": [
    "aiv_optimize"
   ],
   "p": {
    "coverage_ai": 0.02,
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    "aiv_optimize": 0.74
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  },
  {
   "co": "AirOps",
   "d": "2026-03-19",
   "k": "launch",
   "t": "Sentiment Tracking",
   "desc": "Insights surfaces positive and negative themes in AI search responses about a brand and the pages that shape them.",
   "ai_quote": "surfaces the positive and negative themes in AI Search responses about your brand and the specific pages that shape them",
   "src": "https://www.airops.com/blog/announcing-ai-search-sentiment",
   "srcname": "AirOps blog",
   "conf": "high",
   "steps": [
    "aiv_track"
   ],
   "p": {
    "coverage_ai": 0.06,
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    "aiv_optimize": 0.06
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  },
  {
   "co": "AirOps",
   "d": "2026-03-19",
   "k": "launch",
   "t": "Query Fan-outs",
   "desc": "Shows the exact searches AI runs behind the scenes when it gathers information for its answers.",
   "ai_quote": "show the exact searches AI runs behind the scenes when it collects information to inform it’s responses",
   "src": "https://www.airops.com/blog/announcing-ai-search-sentiment",
   "srcname": "AirOps blog",
   "conf": "high",
   "steps": [
    "aiv_track"
   ],
   "p": {
    "coverage_ai": 0.02,
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    "aiv_optimize": 0.08
   }
  },
  {
   "co": "Otterly.ai",
   "d": "2026-03-19",
   "k": "launch",
   "t": "Brand Sentiment",
   "desc": "Quantifies how positively or negatively AI search engines describe a brand (Net Sentiment Score) and benchmarks it against competitors.",
   "ai_quote": "Brand Sentiment feature analyzes the language AI models themselves generate about you",
   "src": "https://otterly.ai/blog/brand-sentiment-tracking-ai-search/",
   "srcname": "OtterlyAI Blog",
   "conf": "high",
   "steps": [
    "aiv_track"
   ],
   "p": {
    "coverage_ai": 0.07,
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    "aiv_optimize": 0.05
   }
  },
  {
   "co": "Rankscale",
   "d": "2026-03-19",
   "k": "launch",
   "t": "Shopping analysis: your AI share of shelf",
   "desc": "Tracks how products show up in AI shopping results, prices, and merchants across ChatGPT and Google AI Mode.",
   "ai_quote": "See how your products show up in AI shopping results",
   "src": "https://rankscale.ai/changelog",
   "srcname": "Rankscale Changelog",
   "conf": "high",
   "steps": [
    "aiv_track"
   ],
   "p": {
    "coverage_ai": 0.03,
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   }
  },
  {
   "co": "Profound",
   "d": "2026-03-23",
   "k": "launch",
   "t": "Profound Sheets",
   "desc": "Spreadsheet-style interface where every row runs its own AI agent, enabling parallel AEO workflows at scale.",
   "ai_quote": "every row is its own Agent run, with its own context, so you can process hundreds of inputs in parallel",
   "src": "https://www.tryprofound.com/blog/profound-sheets-launch",
   "srcname": "Profound (blog)",
   "conf": "high",
   "steps": [
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   ],
   "p": {
    "coverage_ai": 0.03,
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    "your_ai": 0.04
   }
  },
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   "co": "AirOps",
   "d": "2026-03-24",
   "k": "launch",
   "t": "Rebuilt Brand Kit",
   "desc": "Governed brand context store that every tool, agent and workflow draws on.",
   "ai_quote": "Every tool, agent, and workflow pulls from the same governed source of truth.",
   "src": "https://www.airops.com/blog/introducing-the-new-airops-brand-kit",
   "srcname": "AirOps blog",
   "conf": "med",
   "steps": [],
   "p": {
    "coverage_ai": 0.03,
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   }
  },
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   "co": "AirOps",
   "d": "2026-03-25",
   "k": "launch",
   "t": "Prompt Mining",
   "desc": "Adds prompts to AI search tracking from Gong, Zendesk and Intercom conversations through MCP, using Claude or ChatGPT.",
   "ai_quote": "You connect Claude or ChatGPT to your voice of customer sources, extract the questions your buyers ask, and send them straight into AirOps",
   "src": "https://www.airops.com/blog/announcing-prompt-mining",
   "srcname": "AirOps blog",
   "conf": "high",
   "steps": [
    "your_ai"
   ],
   "p": {
    "coverage_ai": 0.03,
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    "your_ai": 0.69
   }
  },
  {
   "co": "Scrunch AI",
   "d": "2026-03-25",
   "k": "launch",
   "t": "Shopping",
   "desc": "Tracks how products appear in AI shopping results across ChatGPT and Copilot, with competitor and retailer views.",
   "ai_quote": "Track how your products appear in AI shopping results across ChatGPT, Copilot, and soon, Perplexity",
   "src": "https://scrunch.com/blog/shopping-ai-search-visibility-for-products",
   "srcname": "Scrunch blog",
   "conf": "high",
   "steps": [
    "aiv_track"
   ],
   "p": {
    "coverage_ai": 0.02,
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    "aiv_optimize": 0.22
   }
  },
  {
   "co": "Medialyst",
   "d": "2026-03-31",
   "k": "launch",
   "t": "Agent Mode V2: Medialyst Agent",
   "desc": "Persistent AI agent attached to the workflow table understands full table state and takes real actions via conversation.",
   "ai_quote": "the agent stays with you throughout the whole journey - from refining the list to sending the emails",
   "src": "https://medialyst.ai/blog/agent-mode-v2",
   "srcname": "Medialyst Blog",
   "conf": "high",
   "steps": [
    "chat_app",
    "agent"
   ],
   "p": {
    "coverage_ai": 0.02,
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    "your_ai": 0.06
   }
  },
  {
   "co": "Scrunch AI",
   "d": "2026-03-31",
   "k": "launch",
   "t": "Topic Prompt Optimizations",
   "desc": "Identifies which tracked prompts add unique value so teams can track fewer prompts without losing AI search coverage.",
   "ai_quote": "helps you track fewer prompts without sacrificing AI search coverage",
   "src": "https://scrunch.com/blog/topic-prompt-optimizations-find-ideal-number-and-mix-of-prompts",
   "srcname": "Scrunch blog",
   "conf": "med",
   "steps": [
    "aiv_track"
   ],
   "p": {
    "coverage_ai": 0.03,
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    "your_ai": 0.03,
    "aiv_track": 0.39,
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    "aiv_optimize": 0.12
   }
  },
  {
   "co": "Ahrefs Brand Radar",
   "d": "2026-04",
   "k": "announcement",
   "t": "Grok added to Brand Radar",
   "desc": "Ahrefs adds Grok as a trackable AI surface in Brand Radar for both Ahrefs and custom prompts, plus a \"found but not cited\" citation-gap report.",
   "ai_quote": "",
   "src": "https://ahrefs.com/blog/new-features-apr-2026/",
   "srcname": "Ahrefs blog, April 2026 new-features post",
   "conf": "high",
   "steps": [
    "aiv_track"
   ],
   "p": {
    "aiv_track": 0.9,
    "aiv_sources": 0.4,
    "aiv_optimize": 0.05
   },
   "from": "events"
  },
  {
   "co": "Meltwater",
   "d": "2026-04",
   "k": "launch",
   "t": "AI Personalized Pitching",
   "desc": "AI drafts media pitches using a journalist's recent coverage and the user's earlier outreach.",
   "ai_quote": "AI-generated drafts use a journalist's recent coverage and your previous outreach to help you personalize communications",
   "src": "https://www.meltwater.com/en/product-updates/page/6",
   "srcname": "Meltwater product updates",
   "conf": "high",
   "steps": [
    "pitch_writing"
   ],
   "p": {
    "coverage_ai": 0.04,
    "pitch_writing": 0,
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    "chat_app": 0.12,
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    "your_ai": 0.03
   }
  },
  {
   "co": "Meltwater",
   "d": "2026-04",
   "k": "launch",
   "t": "Mira on Mobile",
   "desc": "Mira chat and AI summaries in the Meltwater mobile app.",
   "ai_quote": "Ask questions about your coverage, generate instant AI summaries, visualize trends, and explore follow-up insights",
   "src": "https://www.meltwater.com/en/product-updates/page/6",
   "srcname": "Meltwater product updates",
   "conf": "high",
   "steps": [
    "coverage_ai",
    "chat_app",
    "agent"
   ],
   "p": {
    "coverage_ai": 0.66,
    "pitch_writing": 0,
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    "chat_app": 0.96,
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    "your_ai": 0.03
   }
  },
  {
   "co": "Meltwater",
   "d": "2026-04",
   "k": "launch",
   "t": "AI Insights via Mira Companion",
   "desc": "Mira Companion explains dashboard charts and metrics in plain language.",
   "ai_quote": "Mira Companion generates clear, AI-powered explanations that help you quickly understand trends",
   "src": "https://www.meltwater.com/en/product-updates/page/7",
   "srcname": "Meltwater product updates",
   "conf": "high",
   "steps": [
    "chat_app",
    "agent"
   ],
   "p": {
    "coverage_ai": 0.15,
    "pitch_writing": 0,
    "release_writing": 0,
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    "chat_app": 0.85,
    "opportunities": 0.03,
    "agent": 0.03,
    "your_ai": 0.03
   }
  },
  {
   "co": "Meltwater",
   "d": "2026-04",
   "k": "launch",
   "t": "AI Highlights in Every Mention Alerts",
   "desc": "AI-generated summary at the top of each alert with sentiment, topics and mention volume.",
   "ai_quote": "AI-generated summaries surface key insights like sentiment, topics, and mention volume at the top of each alert",
   "src": "https://www.meltwater.com/en/product-updates/page/7",
   "srcname": "Meltwater product updates",
   "conf": "high",
   "steps": [
    "coverage_ai"
   ],
   "p": {
    "coverage_ai": 0.97,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.04,
    "opportunities": 0.04,
    "agent": 0.02,
    "your_ai": 0.02
   }
  },
  {
   "co": "Respona",
   "d": "2026-04",
   "k": "announce",
   "t": "Campaigns (AI answer-engine visibility tracking)",
   "desc": "Campaigns tracks where a brand appears across 6 answer engines and which articles are cited for target queries.",
   "ai_quote": "Where the AI side comes in is Campaigns",
   "src": "https://respona.com/blog/ai-link-building/",
   "srcname": "Respona blog",
   "conf": "med",
   "steps": [
    "aiv_track",
    "aiv_sources"
   ],
   "p": {
    "coverage_ai": 0.04,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.03,
    "chat_app": 0.03,
    "opportunities": 0.02,
    "agent": 0.05,
    "your_ai": 0.03,
    "aiv_track": 0.84,
    "aiv_sources": 0.79,
    "aiv_optimize": 0.15
   }
  },
  {
   "co": "Agility PR",
   "d": "2026-04-02",
   "k": "launch",
   "t": "Visibility Intelligence",
   "desc": "Monitors how AI answer engines such as ChatGPT, Claude and Gemini represent a brand and which outlets they cite.",
   "ai_quote": "Visibility Intelligence to drive 'AI recommendations that matter'",
   "src": "https://www.agilitypr.com/pr-news/agility-news-reports/own-the-ai-narrative-introducing-visibility-intelligence/",
   "srcname": "Agility PR Solutions",
   "conf": "high",
   "steps": [
    "aiv_track",
    "aiv_sources"
   ],
   "p": {
    "coverage_ai": 0.04,
    "pitch_writing": 0,
    "release_writing": 0,
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    "chat_app": 0.05,
    "opportunities": 0.03,
    "agent": 0.05,
    "your_ai": 0.06,
    "aiv_track": 0.88,
    "aiv_sources": 0.89,
    "aiv_optimize": 0.1
   }
  },
  {
   "co": "Feedly AI",
   "d": "2026-04-02",
   "k": "launch",
   "t": "Embedded RAG in Ask AI Analyze",
   "desc": "Market intelligence analysts add AI Feeds, Boards and team feeds as Ask AI sources and use embedded RAG in Analyze.",
   "ai_quote": "use embedded RAG in Analyze to surface richer, more relevant content based on your prompt",
   "src": "https://feedly.com/changelog/feed.xml",
   "srcname": "Feedly changelog",
   "conf": "high",
   "steps": [
    "chat_app"
   ],
   "p": {
    "coverage_ai": 0.18,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.03,
    "chat_app": 0.73,
    "opportunities": 0.04,
    "agent": 0.03,
    "your_ai": 0.04
   }
  },
  {
   "co": "Scrunch AI",
   "d": "2026-04-02",
   "k": "launch",
   "t": "Sentiment Trends",
   "desc": "Shows how brand sentiment in AI search changes over time, by topic and persona, versus peers.",
   "ai_quote": "how your brand sentiment in AI search is changing over time",
   "src": "https://scrunch.com/blog/sentiment-trends-track-which-topics-and-personas-drive-brand-perception-over-time",
   "srcname": "Scrunch blog",
   "conf": "high",
   "steps": [
    "aiv_track"
   ],
   "p": {
    "coverage_ai": 0.08,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.03,
    "opportunities": 0.03,
    "agent": 0.02,
    "your_ai": 0.04,
    "aiv_track": 0.87,
    "aiv_sources": 0.02,
    "aiv_optimize": 0.06
   }
  },
  {
   "co": "CastFox",
   "d": "2026-04-04",
   "k": "announce",
   "t": "PodcastGPT",
   "desc": "An AI chat agent that answers questions across CastFox's podcast database, covering search, charts, demographics and guest-finding.",
   "ai_quote": "PodcastGPT is not a fine-tuned model. It is an AI system built on top of foundation models",
   "src": "https://www.castfox.net/architecture",
   "srcname": "CastFox",
   "conf": "med",
   "steps": [
    "chat_app"
   ],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.35,
    "chat_app": 0.85,
    "opportunities": 0.08,
    "agent": 0.07,
    "your_ai": 0.06
   }
  },
  {
   "co": "JournoReach",
   "d": "2026-04-06",
   "k": "founded",
   "t": "Earliest known site capture",
   "desc": "journoreach.com first appears in the Wayback Machine, redirecting to www.journoreach.com, captured the next day as \"JournoReach AI-Powered Journalist Outreach\".",
   "ai_quote": "",
   "src": "http://web.archive.org/web/20260407053653/https://www.journoreach.com/",
   "srcname": "Wayback Machine (2026-04-07 capture)",
   "conf": "low",
   "steps": [
    "agent"
   ],
   "p": {},
   "camp": true
  },
  {
   "co": "Knowatoa",
   "d": "2026-04-13",
   "k": "launch",
   "t": "Competitor Sitemap Analysis",
   "desc": "Crawls competitor sitemaps and cross-references pages against what AI engines are citing, surfacing AI-coverage gaps and content opportunities.",
   "ai_quote": "cross-references those pages against what AI engines are actually citing in their answers",
   "src": "https://knowatoa.com/updates/competitor-sitemap-coverage",
   "srcname": "Knowatoa Updates",
   "conf": "high",
   "steps": [
    "aiv_sources",
    "aiv_optimize"
   ],
   "p": {
    "coverage_ai": 0.04,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.03,
    "chat_app": 0.02,
    "opportunities": 0.06,
    "agent": 0.19,
    "your_ai": 0.04,
    "aiv_track": 0.19,
    "aiv_sources": 0.48,
    "aiv_optimize": 0.43
   }
  },
  {
   "co": "Peec AI",
   "d": "2026-04-13",
   "k": "launch",
   "t": "Peec AI MCP",
   "desc": "Read-only MCP server that connects Peec visibility data to Claude, Cursor and n8n for reports and analysis.",
   "ai_quote": "an open standard that lets AI tools connect to live external data sources",
   "src": "https://peec.ai/blog/peec-ai-mcp",
   "srcname": "Peec AI blog",
   "conf": "high",
   "steps": [
    "your_ai"
   ],
   "p": {
    "coverage_ai": 0.17,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.03,
    "opportunities": 0.02,
    "agent": 0.03,
    "your_ai": 0.97
   }
  },
  {
   "co": "PressPilot",
   "d": "2026-04-14",
   "k": "announce",
   "t": "AI Press Release Generator (free tool)",
   "desc": "Free, no-signup tool that generates a 300-500 word journalist-ready press release from a short description in about 60 seconds.",
   "ai_quote": "OpenAI GPT-4o with a custom system prompt trained on the professional press release format used by AFP, Reuters and AP Stylebook conventions",
   "src": "https://www.presspilot.io/tools/press-release-generator",
   "srcname": "PressPilot",
   "conf": "low",
   "steps": [
    "release_writing"
   ],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.04,
    "opportunities": 0.01,
    "agent": 0.05,
    "your_ai": 0.02
   }
  },
  {
   "co": "Talkwalker",
   "d": "2026-04-14",
   "k": "launch",
   "t": "Yeti Agent: Page Aware answers",
   "desc": "Enhancement to Yeti Agent that automatically inherits the active topics/filters from a user's current session to ground AI answers in context.",
   "ai_quote": "get instant, contextual AI answers by automatically recognizing the active topics and filters on your Talkwalker page",
   "src": "https://www.hootsuite.com/whats-new/yeti-agent-page-aware-answers",
   "srcname": "Hootsuite What's New (Talkwalker)",
   "conf": "high",
   "steps": [
    "chat_app"
   ],
   "p": {
    "coverage_ai": 0.04,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.87,
    "opportunities": 0.02,
    "agent": 0.03,
    "your_ai": 0.03
   }
  },
  {
   "co": "PressPilot",
   "d": "2026-04-15",
   "k": "announce",
   "t": "AI Headline Generator",
   "desc": "Generates 5 alternative press-release headlines optimized for journalism and SEO.",
   "ai_quote": "Generate 5 unique headlines optimized for journalism and SEO.",
   "src": "https://www.presspilot.io/features",
   "srcname": "PressPilot",
   "conf": "low",
   "steps": [],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.03,
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    "agent": 0.03,
    "your_ai": 0.03
   }
  },
  {
   "co": "Otterly.ai",
   "d": "2026-04-16",
   "k": "launch",
   "t": "Recommendations",
   "desc": "Analyzes brand report data and generates specific, impact-weighted, actionable recommendations to improve AI search visibility.",
   "ai_quote": "a record of everything your team has done to improve AI search visibility",
   "src": "https://otterly.ai/blog/otterlyai-recommendations-data-to-done/",
   "srcname": "OtterlyAI Blog",
   "conf": "high",
   "steps": [
    "aiv_optimize"
   ],
   "p": {
    "coverage_ai": 0.14,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.16,
    "opportunities": 0.02,
    "agent": 0.06,
    "your_ai": 0.06,
    "aiv_track": 0.11,
    "aiv_sources": 0.06,
    "aiv_optimize": 0.15
   }
  },
  {
   "co": "Profound",
   "d": "2026-04-17",
   "k": "launch",
   "t": "Support for Claude Opus 4.7",
   "desc": "Claude Opus 4.7 became selectable for content generation in Profound within hours of release.",
   "ai_quote": "Claude Opus 4.7 is now live in Profound",
   "src": "https://product.tryprofound.com/changelog/profound-agent-api-is-live-plus-use-opus-47-for",
   "srcname": "Profound changelog",
   "conf": "med",
   "steps": [],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.06,
    "opportunities": 0.01,
    "agent": 0.05,
    "your_ai": 0.03
   }
  },
  {
   "co": "RunPR",
   "d": "2026-04-17",
   "k": "launch",
   "t": "First-draft pitches",
   "desc": "Drafts first-pass pitches that route through human approval before sending (byline/voice grounding documented only by 2026-09).",
   "ai_quote": "RunPR: AI-Powered PR Operations",
   "src": "https://web.archive.org/web/20260417094302/https://runpr.ai/",
   "srcname": "RunPR (via Wayback Machine)",
   "conf": "med",
   "steps": [
    "agent"
   ],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.04,
    "chat_app": 0.05,
    "opportunities": 0.04,
    "agent": 0.11,
    "your_ai": 0.03
   }
  },
  {
   "co": "Knowatoa",
   "d": "2026-04-20",
   "k": "launch",
   "t": "MCP Integrations",
   "desc": "Supports the Model Context Protocol so users can query AI search visibility data directly from Claude Desktop, Claude Code, ChatGPT, and Gemini.",
   "ai_quote": "Connect Knowatoa to Your AI Tools with MCP",
   "src": "https://knowatoa.com/updates/mcp-integrations",
   "srcname": "Knowatoa Updates",
   "conf": "high",
   "steps": [
    "your_ai"
   ],
   "p": {
    "coverage_ai": 0.04,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.04,
    "opportunities": 0.02,
    "agent": 0.06,
    "your_ai": 0.97,
    "aiv_track": 0.21,
    "aiv_sources": 0.12,
    "aiv_optimize": 0.14
   }
  },
  {
   "co": "Ahrefs Brand Radar",
   "d": "2026-04-23",
   "k": "launch",
   "t": "Generate custom prompts with AI (Brand Radar)",
   "desc": "Brand Radar generates tracking prompts from a chosen location and focus areas for the user to review and refine.",
   "ai_quote": "you can now generate them with AI",
   "src": "https://ahrefs.com/blog/new-features-february-march-2026/",
   "srcname": "Ahrefs blog",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.06,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.05,
    "chat_app": 0.15,
    "opportunities": 0.03,
    "agent": 0.05,
    "your_ai": 0.05
   }
  },
  {
   "co": "Ahrefs Brand Radar",
   "d": "2026-04-23",
   "k": "launch",
   "t": "Fanout queries in Brand Radar AI responses",
   "desc": "AI responses now show the additional searches models generate behind the scenes.",
   "ai_quote": "AI responses now include fanout queries, which show the additional searches models generate behind the scenes.",
   "src": "https://ahrefs.com/blog/new-features-february-march-2026/",
   "srcname": "Ahrefs blog",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.05,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.14,
    "opportunities": 0.02,
    "agent": 0.03,
    "your_ai": 0.03
   }
  },
  {
   "co": "Profound",
   "d": "2026-04-24",
   "k": "launch",
   "t": "'Generate with AI' in Code node",
   "desc": "Agent builders can describe code in natural language and have an LLM write it for the Code node of a Profound Agent.",
   "ai_quote": "leverage natural language and a host of large language models to write code",
   "src": "https://product.tryprofound.com/changelog/iteration-node-is-live-in-profound-agents-plus-generate-code",
   "srcname": "Profound changelog",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.3,
    "opportunities": 0.01,
    "agent": 0.04,
    "your_ai": 0.04
   }
  },
  {
   "co": "Notified",
   "d": "2026-04-29",
   "k": "launch",
   "t": "AI Press Release Optimizer",
   "desc": "Gives AI recommendations in Content OS to improve a draft release's LLM visibility and journalist clarity, per the SOAR framework.",
   "ai_quote": "a purpose-built tool within Content OS that helps communications teams improve large language model (LLM) visibility",
   "src": "https://www.globenewswire.com/news-release/2026/04/29/3283478/0/en/notified-launches-ai-press-release-optimizer-to-strengthen-corporate-narratives-and-increase-ai-citations.html",
   "srcname": "GlobeNewswire",
   "conf": "high",
   "steps": [
    "aiv_optimize"
   ],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.04,
    "chat_app": 0.13,
    "opportunities": 0.02,
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    "your_ai": 0.03,
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    "aiv_sources": 0.04,
    "aiv_optimize": 0.83
   }
  },
  {
   "co": "AirOps",
   "d": "2026-04-30",
   "k": "launch",
   "t": "Prompt Discovery",
   "desc": "Builds and maintains a map of what people ask AI about a brand, category and competitors from four intent sources.",
   "ai_quote": "builds and maintains a comprehensive map of what people are asking AI about your brand, your category, and your competitors",
   "src": "https://www.airops.com/blog/announcing-prompt-discovery",
   "srcname": "AirOps blog",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.03,
    "opportunities": 0.04,
    "agent": 0.08,
    "your_ai": 0.05
   }
  },
  {
   "co": "Profound",
   "d": "2026-04-30",
   "k": "launch",
   "t": "Ask Profound",
   "desc": "Conversational chat interface letting customers talk directly to their AI-search data.",
   "ai_quote": "Profound customers can now talk to their AI Search data.",
   "src": "https://www.tryprofound.com/blog/introducing-ask-profound",
   "srcname": "Profound (blog)",
   "conf": "high",
   "steps": [
    "chat_app"
   ],
   "p": {
    "coverage_ai": 0.04,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.96,
    "opportunities": 0.02,
    "agent": 0.05,
    "your_ai": 0.05
   }
  },
  {
   "co": "Ahrefs Brand Radar",
   "d": "2026-05",
   "k": "launch",
   "t": "Prompt-Based AI Overviews and AI Mode Indexes",
   "desc": "Brand Radar tracks how AI responds to full, long-form questions via new indexes for Google AI Overviews and AI Mode.",
   "ai_quote": "This is closer to how people actually prompt these tools.",
   "src": "https://ahrefs.com/blog/new-features-may-2026/",
   "srcname": "Ahrefs blog",
   "conf": "med",
   "steps": [
    "aiv_track"
   ],
   "p": {
    "coverage_ai": 0.04,
    "pitch_writing": 0,
    "release_writing": 0,
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    "chat_app": 0.03,
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    "agent": 0.02,
    "your_ai": 0.03,
    "aiv_track": 0.86,
    "aiv_sources": 0.08,
    "aiv_optimize": 0.04
   }
  },
  {
   "co": "Ahrefs Brand Radar",
   "d": "2026-05",
   "k": "launch",
   "t": "Ask Ahrefs (formerly Agent B)",
   "desc": "Suite-wide embedded AI agent (available on any Ahrefs page, not specific to Brand Radar) that answers questions, summarizes data, compares competitors, and explains metrics by running API queries.",
   "ai_quote": "It's an agent rather than a chatbot because it runs Ahrefs API queries, navigates tools, and applies filters on its own.",
   "src": "https://ahrefs.com/blog/new-features-may-2026/",
   "srcname": "Ahrefs blog",
   "conf": "med",
   "steps": [
    "chat_app"
   ],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.96,
    "opportunities": 0.02,
    "agent": 0.14,
    "your_ai": 0.04
   }
  },
  {
   "co": "Magic Pitch",
   "d": "2026-05",
   "k": "announce",
   "t": "AI Media Outreach Intelligence (Know Before You Pitch)",
   "desc": "AI aggregates patterns across 1M+ pitches to predict response rates, ideal pitch length, best send time, and tone per contact before sending.",
   "ai_quote": "AI Media Outreach Intelligence",
   "src": "https://magicpitch.com/features/know-before-you-pitch",
   "srcname": "Magic Pitch (vendor site)",
   "conf": "med",
   "steps": [],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.17,
    "chat_app": 0.05,
    "opportunities": 0.06,
    "agent": 0.22,
    "your_ai": 0.03
   }
  },
  {
   "co": "Meltwater",
   "d": "2026-05",
   "k": "launch",
   "t": "AI-Powered Insights and Recommendations in Explore",
   "desc": "AI insights with supporting evidence in Explore, plus generated reports with strategic recommendations.",
   "ai_quote": "Turn monitoring data into actionable insights faster with AI-powered analysis in Explore",
   "src": "https://www.meltwater.com/en/product-updates/page/5",
   "srcname": "Meltwater product updates",
   "conf": "high",
   "steps": [
    "coverage_ai"
   ],
   "p": {
    "coverage_ai": 0.94,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.08,
    "chat_app": 0.14,
    "opportunities": 0.2,
    "agent": 0.06,
    "your_ai": 0.03
   }
  },
  {
   "co": "RunPR",
   "d": "2026-05",
   "k": "launch",
   "t": "AI Visibility Tracking",
   "desc": "Scans ChatGPT, Claude, Gemini, and Perplexity for brand mentions/citations and auto-drafts outreach to the sources LLMs cite instead of the client.",
   "ai_quote": "AI Visibility Tracking: Track how your brand appears in ChatGPT, Claude, Gemini, and Perplexity.",
   "src": "https://web.archive.org/web/20260518162739/https://runpr.ai/",
   "srcname": "RunPR (via Wayback Machine)",
   "conf": "med",
   "steps": [
    "aiv_track",
    "aiv_sources"
   ],
   "p": {
    "coverage_ai": 0.04,
    "pitch_writing": 0,
    "release_writing": 0,
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    "opportunities": 0.11,
    "agent": 0.7,
    "your_ai": 0.03,
    "aiv_track": 0.89,
    "aiv_sources": 0.91,
    "aiv_optimize": 0.36
   }
  },
  {
   "co": "Agility PR",
   "d": "2026-05-01",
   "k": "launch",
   "t": "Brand Identities",
   "desc": "Central brand context, filled in by hand or by AI, that audits message pull-through against what AI answer engines say.",
   "ai_quote": "Whether input directly by the user, or populated automatically via AI",
   "src": "https://www.agilitypr.com/pr-news/agility-news-reports/intelligence-with-context-introducing-brand-identities/",
   "srcname": "Agility PR Solutions",
   "conf": "med",
   "steps": [
    "aiv_track"
   ],
   "p": {
    "coverage_ai": 0.08,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.06,
    "chat_app": 0.12,
    "opportunities": 0.03,
    "agent": 0.07,
    "your_ai": 0.06,
    "aiv_track": 0.68,
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    "aiv_optimize": 0.28
   }
  },
  {
   "co": "Meltwater",
   "d": "2026-05-05",
   "k": "announce",
   "t": "GenAI Lens recommendations and LLM-generated reports",
   "desc": "2026 Mid-Year Release added AI-powered recommendations in GenAI Lens, LLM-generated branded reporting summaries, and a Mira Agent for Slack.",
   "ai_quote": "AI-Powered Recommendations ... LLM-Generated Reporting for branded, executive-ready summaries ... Mira Agent for Slack",
   "src": "https://www.meltwater.com/en/press-releases/2026-mid-year-release",
   "srcname": "Meltwater press release",
   "conf": "high",
   "steps": [
    "coverage_ai"
   ],
   "p": {
    "coverage_ai": 0.82,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.48,
    "chat_app": 0.2,
    "opportunities": 0.29,
    "agent": 0.21,
    "your_ai": 0.09
   }
  },
  {
   "co": "Meltwater",
   "d": "2026-05-05",
   "k": "launch",
   "t": "Mira Agent for Slack",
   "desc": "Brings Mira into Slack to answer media questions and produce summaries, briefs and recaps.",
   "ai_quote": "Mira Agent for Slack, bringing the full power of Mira directly into Slack",
   "src": "https://www.meltwater.com/en/press-releases/2026-mid-year-release",
   "srcname": "Meltwater press release",
   "conf": "high",
   "steps": [
    "agent"
   ],
   "p": {
    "coverage_ai": 0.32,
    "pitch_writing": 0,
    "release_writing": 0,
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    "chat_app": 0.28,
    "opportunities": 0.07,
    "agent": 0.12,
    "your_ai": 0.29
   }
  },
  {
   "co": "Agility PR",
   "d": "2026-05-08",
   "k": "launch",
   "t": "PR CoPilot action assistance",
   "desc": "Intelligent Insights now turns coverage analysis into strategic outputs using the team's stated position.",
   "ai_quote": "Turn Coverage Insights into Action with PR CoPilot's Newest AI-powered Feature",
   "src": "https://www.agilitypr.com/pr-news/agility-news-reports/from-context-to-action-pr-copilots-latest-enhancement/",
   "srcname": "Agility PR Solutions",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.59,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.09,
    "chat_app": 0.7,
    "opportunities": 0.07,
    "agent": 0.21,
    "your_ai": 0.07
   }
  },
  {
   "co": "Scrunch AI",
   "d": "2026-05-12",
   "k": "launch",
   "t": "Scrunch MCP launched",
   "desc": "Scrunch launched Scrunch MCP, letting users query and act on AI search data conversationally via Claude, ChatGPT or Copilot.",
   "ai_quote": "",
   "src": "https://scrunch.com/blog/scrunch-mcp-talk-to-and-act-on-ai-search-data-in-natural-language",
   "srcname": "Scrunch blog",
   "conf": "high",
   "steps": [
    "your_ai"
   ],
   "p": {},
   "from": "events"
  },
  {
   "co": "AirOps",
   "d": "2026-05-13",
   "k": "launch",
   "t": "Quill",
   "desc": "AI agent lead that monitors, creates, refreshes and optimizes content for AI search, with human review.",
   "ai_quote": "an AI agent lead that acts as an extension of the marketing team",
   "src": "https://finance.yahoo.com/news/airops-launches-quill-ai-agent-130000081.html",
   "srcname": "Business Wire via Yahoo Finance",
   "conf": "high",
   "steps": [
    "aiv_optimize"
   ],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.03,
    "chat_app": 0.08,
    "opportunities": 0.02,
    "agent": 0.32,
    "your_ai": 0.06,
    "aiv_track": 0.08,
    "aiv_sources": 0.03,
    "aiv_optimize": 0.92
   }
  },
  {
   "co": "Press Ranger",
   "d": "2026-05-13",
   "k": "launch",
   "t": "AI Visibility Metrics on Press Release Reports",
   "desc": "Gold press release reports show citation, indexing and training data from AI chatbots.",
   "ai_quote": "Press Ranger now tracks how often your brand surfaces in AI chatbot answers",
   "src": "https://pressranger.com/docs/changelog/whats-new",
   "srcname": "Press Ranger changelog",
   "conf": "high",
   "steps": [
    "aiv_track"
   ],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.03,
    "chat_app": 0.03,
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    "agent": 0.03,
    "your_ai": 0.05,
    "aiv_track": 0.71,
    "aiv_sources": 0.18,
    "aiv_optimize": 0.07
   }
  },
  {
   "co": "Profound",
   "d": "2026-05-15",
   "k": "launch",
   "t": "Agent Assistant",
   "desc": "Describe a marketing process by text or voice and Agent Assistant builds an editable Profound Agent.",
   "ai_quote": "create Profound Agents using text or voice to describe the marketing process you want to automate",
   "src": "https://product.tryprofound.com/changelog/benchmark-your-ai-citation-performance-and-build-profound-agents-with",
   "srcname": "Profound changelog",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.36,
    "opportunities": 0.02,
    "agent": 0.26,
    "your_ai": 0.06
   }
  },
  {
   "co": "PressPitch AI",
   "d": "2026-05-17",
   "k": "launch",
   "t": "PressPitch AI MCP Server",
   "desc": "Model Context Protocol server letting users search journalists, generate pitches, and send outreach from inside Claude Desktop, Cursor, and ChatGPT.",
   "ai_quote": "Founders no longer need to log into a dashboard to find journalists or draft a pitch. They can simply ask their AI",
   "src": "https://presspitchai.com/blog/presspitch-launches-mcp-server-claude-cursor",
   "srcname": "PressPitch AI Blog",
   "conf": "high",
   "steps": [
    "your_ai"
   ],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.89,
    "chat_app": 0.05,
    "opportunities": 0.63,
    "agent": 0.82,
    "your_ai": 0.98
   }
  },
  {
   "co": "Knowatoa",
   "d": "2026-05-18",
   "k": "launch",
   "t": "Sophie (social media agent)",
   "desc": "AI agent that drafts platform-specific LinkedIn and Bluesky posts from articles published by Knowatoa's content-writing agent, Connie.",
   "ai_quote": "under Agents in the sidebar",
   "src": "https://knowatoa.com/updates/sophie-social-media-manager",
   "srcname": "Knowatoa Updates",
   "conf": "high",
   "steps": [
    "agent"
   ],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.06,
    "opportunities": 0.01,
    "agent": 0.27,
    "your_ai": 0.03
   }
  },
  {
   "co": "Evertune",
   "d": "2026-05-19",
   "k": "launch",
   "t": "Visibility Boost",
   "desc": "Advertising agent built on AI-visibility data that targets ChatGPT ad placements at the conversations where a brand ranks weakest (invite-only beta at launch).",
   "ai_quote": "the first advertising agent built directly on AI visibility data",
   "src": "https://www.evertune.ai/resources/insights-on-ai/evertune-launches-visibility-boost-ad-agent",
   "srcname": "Evertune (vendor)",
   "conf": "high",
   "steps": [
    "agent",
    "aiv_optimize"
   ],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.04,
    "opportunities": 0.02,
    "agent": 0.28,
    "your_ai": 0.09,
    "aiv_track": 0.28,
    "aiv_sources": 0.03,
    "aiv_optimize": 0.92
   }
  },
  {
   "co": "Rankscale",
   "d": "2026-05-20",
   "k": "launch",
   "t": "Traffic intelligence for the AI era",
   "desc": "Shows which AI engines send visitors to a site, surfaces funnel/FAQ gaps and decaying content, and gives prioritized SEO opportunities.",
   "ai_quote": "See which AI engines send visitors to your site",
   "src": "https://rankscale.ai/changelog",
   "srcname": "Rankscale Changelog",
   "conf": "high",
   "steps": [
    "aiv_track"
   ],
   "p": {
    "coverage_ai": 0.05,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.03,
    "opportunities": 0.02,
    "agent": 0.02,
    "your_ai": 0.03,
    "aiv_track": 0.55,
    "aiv_sources": 0.13,
    "aiv_optimize": 0.09
   }
  },
  {
   "co": "Profound",
   "d": "2026-05-22",
   "k": "launch",
   "t": "Conversation memory in Ask Profound",
   "desc": "Ask Profound remembers context from past conversations so answers match how the user works.",
   "ai_quote": "Ask Profound now remembers context from your past conversations, like how you want analysis structured",
   "src": "https://product.tryprofound.com/changelog/redesigned-profound-mcp-plus-memory-in-ask-profound",
   "srcname": "Profound changelog",
   "conf": "med",
   "steps": [
    "chat_app"
   ],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.8,
    "opportunities": 0.01,
    "agent": 0.03,
    "your_ai": 0.02
   }
  },
  {
   "co": "Featured",
   "d": "2026-05-26",
   "k": "launch",
   "t": "AI Co-Pilot for PR",
   "desc": "Chat-based interface where users describe what they need in plain language and Featured surfaces matched earned-media opportunities.",
   "ai_quote": "a user describes what they are looking for in plain language, and Featured surfaces matched opportunities",
   "src": "https://www.globenewswire.com/news-release/2026/05/26/3301366/0/en/Featured-com-Revives-Connectively-Launches-AI-Co-Pilot-for-PR.html",
   "srcname": "GlobeNewswire",
   "conf": "high",
   "steps": [
    "chat_app",
    "opportunities"
   ],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.9,
    "chat_app": 0.83,
    "opportunities": 0.95,
    "agent": 0.19,
    "your_ai": 0.04
   }
  },
  {
   "co": "Onclusive",
   "d": "2026-05-26",
   "k": "launch",
   "t": "GEO Analytics",
   "desc": "Tracks and scores brand representation across five AI search engines (ChatGPT, Gemini, Grok, Claude, Perplexity), flagging shifts and influential sources.",
   "ai_quote": "AI engines are already influencing which brands people discover, trust and ultimately choose.",
   "src": "https://natlawreview.com/press-releases/onclusive-launches-geo-analytics-measure-brand-visibility-ai-search",
   "srcname": "National Law Review (wire release syndication)",
   "conf": "high",
   "steps": [
    "aiv_track",
    "aiv_sources"
   ],
   "p": {
    "coverage_ai": 0.05,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.06,
    "chat_app": 0.02,
    "opportunities": 0.03,
    "agent": 0.03,
    "your_ai": 0.04,
    "aiv_track": 0.91,
    "aiv_sources": 0.62,
    "aiv_optimize": 0.07
   }
  },
  {
   "co": "aclipp",
   "d": "2026-05-26",
   "k": "launch",
   "t": "AI Visibility",
   "desc": "Runs a brand's prompts in ChatGPT, Gemini, Claude, Perplexity and Grok and tracks mentions, share of voice, sentiment and cited sources.",
   "ai_quote": "you can now see how your brand appears in answers from tools like ChatGPT, Gemini, Claude, Perplexity, and Grok",
   "src": "https://aclipp.com/en/updates/ai-visibility",
   "srcname": "aclipp",
   "conf": "high",
   "steps": [
    "aiv_track",
    "aiv_sources"
   ],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.02,
    "opportunities": 0.02,
    "agent": 0.03,
    "your_ai": 0.04,
    "aiv_track": 0.96,
    "aiv_sources": 0.53,
    "aiv_optimize": 0.05
   }
  },
  {
   "co": "Otterly.ai",
   "d": "2026-05-27",
   "k": "launch",
   "t": "Public API & Claude Skill",
   "desc": "Public API and a one-file Claude Skill expose brand reports, prompts, citations, recommendations, and GEO audits for programmatic and Claude Desktop access.",
   "ai_quote": "a drop-in .skill file for Claude Desktop. Install once, then ask Claude in plain English",
   "src": "https://otterly.ai/blog/otterlyai-public-api-claude-skill-launch/",
   "srcname": "OtterlyAI Blog",
   "conf": "high",
   "steps": [
    "your_ai",
    "aiv_track",
    "aiv_sources"
   ],
   "p": {
    "coverage_ai": 0.28,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.09,
    "opportunities": 0.02,
    "agent": 0.09,
    "your_ai": 0.96,
    "aiv_track": 0.65,
    "aiv_sources": 0.56,
    "aiv_optimize": 0.19
   }
  },
  {
   "co": "Signal AI",
   "d": "2026-05-27",
   "k": "launch",
   "t": "Launch of AI Citations",
   "desc": "Signal AI launched AI Citations, tracking brand visibility and citation sources inside AI-generated answers from ChatGPT, Gemini and Perplexity.",
   "ai_quote": "",
   "src": "https://signal-ai.com/insights/press_release/signal-ai-launches-ai-citations-to-help-brands-measure-and-influence-presence-in-ai-generated-answers/",
   "srcname": "Signal AI newsroom",
   "conf": "high",
   "steps": [
    "aiv_track",
    "aiv_sources"
   ],
   "p": {
    "aiv_track": 0.89,
    "aiv_sources": 0.86,
    "aiv_optimize": 0.05
   },
   "from": "events"
  },
  {
   "co": "Brand24",
   "d": "2026-05-28",
   "k": "launch",
   "t": "AI Visibility: Sources tab",
   "desc": "New tab showing which websites and source types AI models cite most when they mention a brand.",
   "ai_quote": "websites most frequently referenced by AI models",
   "src": "https://updates.brand24.com/new-ai-visibility-view-sources-338661",
   "srcname": "Brand24 changelog",
   "conf": "med",
   "steps": [
    "aiv_sources"
   ],
   "p": {
    "coverage_ai": 0.11,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.07,
    "chat_app": 0.03,
    "opportunities": 0.02,
    "agent": 0.02,
    "your_ai": 0.03,
    "aiv_track": 0.58,
    "aiv_sources": 0.93,
    "aiv_optimize": 0.04
   }
  },
  {
   "co": "Magic Pitch",
   "d": "2026-06",
   "k": "announce",
   "t": "AI Chief of Staff",
   "desc": "An AI layer that monitors reply threads, flags stalled conversations, and recommends the next outreach action.",
   "ai_quote": "Magic Pitch's AI layer monitors reply patterns, flags stalled threads, and recommends specific next actions",
   "src": "https://magicpitch.com/features/ai-chief-of-staff",
   "srcname": "Magic Pitch (vendor site)",
   "conf": "med",
   "steps": [],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.04,
    "chat_app": 0.37,
    "opportunities": 0.03,
    "agent": 0.22,
    "your_ai": 0.04
   }
  },
  {
   "co": "Meltwater",
   "d": "2026-06",
   "k": "launch",
   "t": "AudioCast AI summaries in Newsletters",
   "desc": "Newsletters can include AI-generated audio summaries.",
   "ai_quote": "Listen to AI-generated AudioCast summaries",
   "src": "https://www.meltwater.com/en/product-updates/page/5",
   "srcname": "Meltwater product updates",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.49,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.03,
    "opportunities": 0.02,
    "agent": 0.03,
    "your_ai": 0.02
   }
  },
  {
   "co": "Meltwater",
   "d": "2026-06",
   "k": "launch",
   "t": "AI Prompt Suggestions (Mira Studio)",
   "desc": "AI reviews a new prompt and suggests ways to improve clarity and specificity.",
   "ai_quote": "AI analyzes your input and recommends ways to improve clarity and specificity",
   "src": "https://www.meltwater.com/en/product-updates/page/4",
   "srcname": "Meltwater product updates",
   "conf": "high",
   "steps": [
    "agent"
   ],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.24,
    "opportunities": 0.02,
    "agent": 0.03,
    "your_ai": 0.04
   }
  },
  {
   "co": "Vuelio",
   "d": "2026-06",
   "k": "announce",
   "t": "AI View",
   "desc": "Tracks what large language models (ChatGPT, Gemini, Claude) cite and say when answering questions about an organization.",
   "ai_quote": "tracks what large language models such as ChatGPT, Gemini, and Claude are citing",
   "src": "https://www.vuelio.com/uk/pr-software/ai-view/",
   "srcname": "Vuelio (AI View product page)",
   "conf": "med",
   "steps": [
    "aiv_track",
    "aiv_sources"
   ],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.03,
    "chat_app": 0.03,
    "opportunities": 0.02,
    "agent": 0.02,
    "your_ai": 0.04,
    "aiv_track": 0.83,
    "aiv_sources": 0.77,
    "aiv_optimize": 0.05
   }
  },
  {
   "co": "Medialyst",
   "d": "2026-06-01",
   "k": "launch",
   "t": "newsjack-detector (newsjack)",
   "desc": "Monitors current news and reaction signals and judges which are credible newsjacking opportunities for a client.",
   "ai_quote": "your agent becomes a PR operator: briefing, newsjacking, pitch critique, angle generation, media list workflow.",
   "src": "https://github.com/elvisun/newsjack/blob/v0.1.0/skills/newsjack-detector/SKILL.md",
   "srcname": "GitHub",
   "conf": "high",
   "steps": [
    "opportunities"
   ],
   "p": {
    "coverage_ai": 0.37,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.23,
    "chat_app": 0.23,
    "opportunities": 0.88,
    "agent": 0.5,
    "your_ai": 0.32
   }
  },
  {
   "co": "Medialyst",
   "d": "2026-06-01",
   "k": "launch",
   "t": "story-origin-check (newsjack)",
   "desc": "Recovers the first public timestamp and canonical major coverage for a signal to catch syndication/rewrite pickups.",
   "ai_quote": "your agent becomes a PR operator: briefing, newsjacking, pitch critique, angle generation, media list workflow.",
   "src": "https://github.com/elvisun/newsjack/blob/v0.1.0/skills/story-origin-check/SKILL.md",
   "srcname": "GitHub",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.06,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.07,
    "chat_app": 0.08,
    "opportunities": 0.12,
    "agent": 0.17,
    "your_ai": 0.35
   }
  },
  {
   "co": "Medialyst",
   "d": "2026-06-01",
   "k": "launch",
   "t": "newsworthiness-check (newsjack)",
   "desc": "Scores whether a news event or a user's pitch idea is actually newsworthy, with anti-inflation and brand-safety rules.",
   "ai_quote": "your agent becomes a PR operator: briefing, newsjacking, pitch critique, angle generation, media list workflow.",
   "src": "https://github.com/elvisun/newsjack/blob/v0.1.0/skills/newsworthiness-check/SKILL.md",
   "srcname": "GitHub",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.09,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.12,
    "chat_app": 0.18,
    "opportunities": 0.27,
    "agent": 0.21,
    "your_ai": 0.32
   }
  },
  {
   "co": "Medialyst",
   "d": "2026-06-01",
   "k": "launch",
   "t": "meanest-editor (newsjack)",
   "desc": "Roasts a pitch or press release with the eye of a veteran PR director, honest and specific rather than cruel.",
   "ai_quote": "your agent becomes a PR operator: briefing, newsjacking, pitch critique, angle generation, media list workflow.",
   "src": "https://github.com/elvisun/newsjack/blob/v0.1.0/skills/meanest-editor/SKILL.md",
   "srcname": "GitHub",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.05,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.11,
    "chat_app": 0.31,
    "opportunities": 0.12,
    "agent": 0.26,
    "your_ai": 0.42
   }
  },
  {
   "co": "Medialyst",
   "d": "2026-06-01",
   "k": "launch",
   "t": "angle-generator (newsjack)",
   "desc": "Turns one company update into 3-7 structurally distinct, journalist-shaped story angles.",
   "ai_quote": "Refuses duplicate rephrasings, invented facts, named-journalist guesses, and AI-marketing slop.",
   "src": "https://github.com/elvisun/newsjack/blob/v0.1.0/skills/angle-generator/SKILL.md",
   "srcname": "GitHub",
   "conf": "high",
   "steps": [
    "opportunities"
   ],
   "p": {
    "coverage_ai": 0.05,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.06,
    "chat_app": 0.07,
    "opportunities": 0.92,
    "agent": 0.07,
    "your_ai": 0.1
   }
  },
  {
   "co": "Medialyst",
   "d": "2026-06-01",
   "k": "launch",
   "t": "media-list-manager (newsjack)",
   "desc": "Creates, inspects, edits, enriches, and shares fit-checked media lists for newsjack campaigns.",
   "ai_quote": "your agent becomes a PR operator: briefing, newsjacking, pitch critique, angle generation, media list workflow.",
   "src": "https://github.com/elvisun/newsjack/blob/v0.1.0/skills/media-list-manager/SKILL.md",
   "srcname": "GitHub",
   "conf": "high",
   "steps": [
    "lists"
   ],
   "p": {
    "coverage_ai": 0.04,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.61,
    "chat_app": 0.13,
    "opportunities": 0.14,
    "agent": 0.44,
    "your_ai": 0.3
   }
  },
  {
   "co": "Medialyst",
   "d": "2026-06-01",
   "k": "launch",
   "t": "crisis-holding (newsjack)",
   "desc": "Drafts crisis holding statements and journalist Q&A posture from confirmed incident facts with a legal-counsel gate.",
   "ai_quote": "your agent becomes a PR operator: briefing, newsjacking, pitch critique, angle generation, media list workflow.",
   "src": "https://github.com/elvisun/newsjack/blob/v0.1.0/skills/crisis-holding/SKILL.md",
   "srcname": "GitHub",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.05,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.06,
    "chat_app": 0.19,
    "opportunities": 0.06,
    "agent": 0.32,
    "your_ai": 0.28
   }
  },
  {
   "co": "Medialyst",
   "d": "2026-06-01",
   "k": "launch",
   "t": "fact-check (newsjack)",
   "desc": "Extracts factual claims from PR copy, verifies each independently, attaches citations, and flags low-certainty claims.",
   "ai_quote": "your agent becomes a PR operator: briefing, newsjacking, pitch critique, angle generation, media list workflow.",
   "src": "https://github.com/elvisun/newsjack/blob/v0.1.0/skills/fact-check/SKILL.md",
   "srcname": "GitHub",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.05,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.05,
    "chat_app": 0.11,
    "opportunities": 0.05,
    "agent": 0.4,
    "your_ai": 0.32
   }
  },
  {
   "co": "Medialyst",
   "d": "2026-06-01",
   "k": "launch",
   "t": "journalist-fit-check (newsjack)",
   "desc": "Gates a pitch against one journalist, returning fit/soft-fit/no-fit/unknown anchored in recent bylines.",
   "ai_quote": "your agent becomes a PR operator: briefing, newsjacking, pitch critique, angle generation, media list workflow.",
   "src": "https://github.com/elvisun/newsjack/blob/v0.1.0/skills/journalist-fit-check/SKILL.md",
   "srcname": "GitHub",
   "conf": "high",
   "steps": [
    "lists"
   ],
   "p": {
    "coverage_ai": 0.05,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.56,
    "chat_app": 0.17,
    "opportunities": 0.13,
    "agent": 0.12,
    "your_ai": 0.36
   }
  },
  {
   "co": "Medialyst",
   "d": "2026-06-01",
   "k": "launch",
   "t": "reactive-comment (newsjack)",
   "desc": "Triages inbound journalist source queries and drafts a reply only when the user's expertise is a real fit.",
   "ai_quote": "You are the opposite of AI tools that spray automated expert replies",
   "src": "https://github.com/elvisun/newsjack/blob/v0.1.0/skills/reactive-comment/SKILL.md",
   "srcname": "GitHub",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.06,
    "chat_app": 0.18,
    "opportunities": 0.28,
    "agent": 0.29,
    "your_ai": 0.15
   }
  },
  {
   "co": "Medialyst",
   "d": "2026-06-01",
   "k": "launch",
   "t": "relevance-coarse-filter (newsjack)",
   "desc": "Cheap, high-recall first-pass filter that removes obvious junk from a detector candidate pool before expensive research.",
   "ai_quote": "Designed to run on a low-cost model.",
   "src": "https://github.com/elvisun/newsjack/blob/v0.1.0/skills/relevance-coarse-filter/SKILL.md",
   "srcname": "GitHub",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.05,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.08,
    "chat_app": 0.03,
    "opportunities": 0.06,
    "agent": 0.06,
    "your_ai": 0.07
   }
  },
  {
   "co": "Medialyst",
   "d": "2026-06-01",
   "k": "launch",
   "t": "voice-extractor (newsjack)",
   "desc": "Captures a user's real writing voice from prior samples and enforces that fingerprint on newsjack drafts.",
   "ai_quote": "enforce that fingerprint on newsjack drafts so AI tells disappear",
   "src": "https://github.com/elvisun/newsjack/blob/v0.1.0/skills/voice-extractor/SKILL.md",
   "srcname": "GitHub",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.03,
    "chat_app": 0.05,
    "opportunities": 0.02,
    "agent": 0.08,
    "your_ai": 0.1
   }
  },
  {
   "co": "Profound",
   "d": "2026-06-01",
   "k": "launch",
   "t": "Skills",
   "desc": "Reusable instruction sets (brand voice, AEO practices, guardrails) applied anywhere Profound generates content.",
   "ai_quote": "Making AI reliably produce work at the standard your brand requires",
   "src": "https://www.tryprofound.com/blog/introducing-skills-in-profound",
   "srcname": "Profound blog",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.06,
    "opportunities": 0.02,
    "agent": 0.11,
    "your_ai": 0.04
   }
  },
  {
   "co": "Featured",
   "d": "2026-06-02",
   "k": "launch",
   "t": "AI pitch drafting",
   "desc": "Featured's co-pilot drafts and sends a tailored media pitch on the user's request as part of the guided workflow.",
   "ai_quote": "drafting and sending a tailored pitch on request",
   "src": "https://www.prnewswire.com/news-releases/featured-launches-the-ai-co-pilot-for-pr-302785643.html",
   "srcname": "PR Newswire",
   "conf": "high",
   "steps": [
    "chat_app"
   ],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.06,
    "chat_app": 0.66,
    "opportunities": 0.06,
    "agent": 0.63,
    "your_ai": 0.03
   }
  },
  {
   "co": "Featured",
   "d": "2026-06-02",
   "k": "launch",
   "t": "Purpose-built agents",
   "desc": "Agents handle time-intensive PR tasks such as monitoring journalist requests, researching podcasts, and drafting starting points.",
   "ai_quote": "Purpose-built agents handle the time-intensive work: monitoring journalist requests, researching podcasts, drafting starting points",
   "src": "https://www.prnewswire.com/news-releases/featured-launches-the-ai-co-pilot-for-pr-302785643.html",
   "srcname": "PR Newswire",
   "conf": "high",
   "steps": [
    "opportunities",
    "agent"
   ],
   "p": {
    "coverage_ai": 0.04,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.53,
    "chat_app": 0.39,
    "opportunities": 0.61,
    "agent": 0.75,
    "your_ai": 0.06
   }
  },
  {
   "co": "Featured",
   "d": "2026-06-02",
   "k": "launch",
   "t": "Generative Engine Optimization (GEO) audits",
   "desc": "Featured offers GEO audits as one of the opportunity types it surfaces, assessing brand visibility in AI-generated answers.",
   "ai_quote": "generative engine optimization (GEO) audits",
   "src": "https://www.prnewswire.com/news-releases/featured-launches-the-ai-co-pilot-for-pr-302785643.html",
   "srcname": "PR Newswire",
   "conf": "high",
   "steps": [
    "aiv_track"
   ],
   "p": {
    "coverage_ai": 0.04,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.08,
    "chat_app": 0.04,
    "opportunities": 0.12,
    "agent": 0.1,
    "your_ai": 0.03,
    "aiv_track": 0.53,
    "aiv_sources": 0.11,
    "aiv_optimize": 0.17
   }
  },
  {
   "co": "Medialyst",
   "d": "2026-06-02",
   "k": "announce",
   "t": "Prompt-based media list creation (MCP)",
   "desc": "External AI agents on MCP describe target journalists in plain language; Medialyst plans keywords server-side.",
   "ai_quote": "letting external AI agents describe target journalists in plain language",
   "src": "https://medialyst.ai/changelog",
   "srcname": "Medialyst Changelog",
   "conf": "high",
   "steps": [
    "your_ai"
   ],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.88,
    "chat_app": 0.07,
    "opportunities": 0.07,
    "agent": 0.22,
    "your_ai": 0.85
   }
  },
  {
   "co": "Medialyst",
   "d": "2026-06-02",
   "k": "announce",
   "t": "newsjack-triage (newsjack)",
   "desc": "Consolidates freshness-gated newsjack signals and routes them by client standing before angle generation.",
   "ai_quote": "your agent becomes a PR operator: briefing, newsjacking, pitch critique, angle generation, media list workflow.",
   "src": "https://github.com/elvisun/newsjack/blob/v0.1.1/skills/newsjack-triage/SKILL.md",
   "srcname": "GitHub",
   "conf": "high",
   "steps": [
    "opportunities"
   ],
   "p": {
    "coverage_ai": 0.11,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.17,
    "chat_app": 0.14,
    "opportunities": 0.66,
    "agent": 0.42,
    "your_ai": 0.3
   }
  },
  {
   "co": "Medialyst",
   "d": "2026-06-02",
   "k": "announce",
   "t": "pr-strategist (newsjack)",
   "desc": "Opinionated startup-PR strategist that sets audience, positioning, news pegs, and drumbeat before tactical PR.",
   "ai_quote": "your agent becomes a PR operator: briefing, newsjacking, pitch critique, angle generation, media list workflow.",
   "src": "https://github.com/elvisun/newsjack/blob/v0.1.1/skills/pr-strategist/SKILL.md",
   "srcname": "GitHub",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.06,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.26,
    "chat_app": 0.31,
    "opportunities": 0.53,
    "agent": 0.59,
    "your_ai": 0.34
   }
  },
  {
   "co": "Roxhill",
   "d": "2026-06-02",
   "k": "announce",
   "t": "Intelli-Labels",
   "desc": "Automatically tags media coverage with tone, key messages, strategic themes and reputation drivers across every mention.",
   "ai_quote": "give you AI-driven context across every mention",
   "src": "https://roxhillmedia.com/product-news/media-intelligence-ai",
   "srcname": "Roxhill Media (product news)",
   "conf": "med",
   "steps": [
    "coverage_ai"
   ],
   "p": {
    "coverage_ai": 0.96,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.03,
    "chat_app": 0.03,
    "opportunities": 0.02,
    "agent": 0.04,
    "your_ai": 0.03
   }
  },
  {
   "co": "Roxhill",
   "d": "2026-06-02",
   "k": "announce",
   "t": "News Stand",
   "desc": "Delivers a filtered morning briefing of UK national press coverage by journalist, sector and competitor.",
   "ai_quote": "Six AI tools built directly into the platform",
   "src": "https://roxhillmedia.com/product-news/media-intelligence-ai",
   "srcname": "Roxhill Media (product news)",
   "conf": "med",
   "steps": [],
   "p": {
    "coverage_ai": 0.43,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.11,
    "chat_app": 0.06,
    "opportunities": 0.09,
    "agent": 0.09,
    "your_ai": 0.03
   }
  },
  {
   "co": "aclipp",
   "d": "2026-06-02",
   "k": "launch",
   "t": "Prompt Topics for AI Visibility",
   "desc": "Groups related prompts into topics to analyze AI visibility by theme.",
   "ai_quote": "Group related prompts into topics and analyze AI visibility by theme, not just one prompt at a time.",
   "src": "https://aclipp.com/en/updates?page=2",
   "srcname": "aclipp",
   "conf": "high",
   "steps": [
    "aiv_track"
   ],
   "p": {
    "coverage_ai": 0.07,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.03,
    "chat_app": 0.03,
    "opportunities": 0.02,
    "agent": 0.03,
    "your_ai": 0.04,
    "aiv_track": 0.39,
    "aiv_sources": 0.04,
    "aiv_optimize": 0.04
   }
  },
  {
   "co": "Profound",
   "d": "2026-06-03",
   "k": "launch",
   "t": "Sentiment (rebuilt)",
   "desc": "Rebuilt sentiment-analysis product explaining what is driving sentiment shifts in AI answers, not just whether they moved.",
   "ai_quote": "Tools for tracking sentiment in AI responses existed, but most stop at the surface... We rebuilt Sentiment in Profound to fix that",
   "src": "https://www.tryprofound.com/blog/graduate-from-tracking-ai-s-narrative-to-shaping-it-with-the-new-sentiment-product-in-profound",
   "srcname": "Profound (blog)",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.04,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.05,
    "opportunities": 0.01,
    "agent": 0.05,
    "your_ai": 0.03
   }
  },
  {
   "co": "aclipp",
   "d": "2026-06-03",
   "k": "launch",
   "t": "Gap Score in AI Visibility",
   "desc": "Shows where competitors win in AI answers and where the brand has most room to improve.",
   "ai_quote": "See where competitors are winning in AI answers and where your brand has the clearest room to improve.",
   "src": "https://aclipp.com/en/updates?page=2",
   "srcname": "aclipp",
   "conf": "high",
   "steps": [
    "aiv_track"
   ],
   "p": {
    "coverage_ai": 0.05,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.03,
    "chat_app": 0.03,
    "opportunities": 0.03,
    "agent": 0.04,
    "your_ai": 0.04,
    "aiv_track": 0.75,
    "aiv_sources": 0.13,
    "aiv_optimize": 0.06
   }
  },
  {
   "co": "Medialyst",
   "d": "2026-06-05",
   "k": "announce",
   "t": "news-search (newsjack)",
   "desc": "Searches current news for a topic/company/hook and returns dated, attributed articles via the Medialyst news index.",
   "ai_quote": "your agent becomes a PR operator: briefing, newsjacking, pitch critique, angle generation, media list workflow.",
   "src": "https://github.com/elvisun/newsjack/blob/v0.1.2/skills/news-search/SKILL.md",
   "srcname": "GitHub",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.06,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.12,
    "chat_app": 0.07,
    "opportunities": 0.43,
    "agent": 0.17,
    "your_ai": 0.49
   }
  },
  {
   "co": "Profound",
   "d": "2026-06-05",
   "k": "launch",
   "t": "Documents (Profound Docs)",
   "desc": "Collaborative editor inside Profound where Ask Profound drafts, edits and responds to comments using Profound data.",
   "ai_quote": "Profound's AI assistant works inside the Document, not next to it",
   "src": "https://www.tryprofound.com/blog/introducing-documents-in-profound",
   "srcname": "Profound blog",
   "conf": "high",
   "steps": [
    "chat_app"
   ],
   "p": {
    "coverage_ai": 0.04,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.91,
    "opportunities": 0.02,
    "agent": 0.15,
    "your_ai": 0.04
   }
  },
  {
   "co": "Cision / CisionOne",
   "d": "2026-06-08",
   "k": "launch",
   "t": "Amplify multilingual content creation (7 languages)",
   "desc": "Amplify generates press releases, blogs and pitches in seven languages.",
   "ai_quote": "AI-generate content in more languages with PR Newswire Amplify",
   "src": "https://www.prnewswire.com/news-releases/pr-newswire-amplify-expands-campaign--content-creation-support-to-7-languages-302794029.html",
   "srcname": "PR Newswire",
   "conf": "med",
   "steps": [
    "release_writing"
   ],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.03,
    "opportunities": 0.02,
    "agent": 0.08,
    "your_ai": 0.03
   }
  },
  {
   "co": "Medialyst",
   "d": "2026-06-08",
   "k": "announce",
   "t": "coverage-tracker (newsjack)",
   "desc": "Runs a Google-Alerts-style keyword coverage tracker, using an LLM to dedupe and classify real coverage vs junk.",
   "ai_quote": "lets the LLM dedupe and classify real coverage versus junk",
   "src": "https://github.com/elvisun/newsjack/blob/v0.1.5/skills/coverage-tracker/SKILL.md",
   "srcname": "GitHub",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.31,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.06,
    "chat_app": 0.04,
    "opportunities": 0.06,
    "agent": 0.2,
    "your_ai": 0.08
   }
  },
  {
   "co": "Medialyst",
   "d": "2026-06-08",
   "k": "announce",
   "t": "coverage-tracker-setup (newsjack)",
   "desc": "Sets up a lightweight coverage tracker for any number of keywords and hands recurrence to the user's agent harness.",
   "ai_quote": "hands recurrence to the user's agent harness",
   "src": "https://github.com/elvisun/newsjack/blob/v0.1.5/skills/coverage-tracker-setup/SKILL.md",
   "srcname": "GitHub",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.07,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.06,
    "chat_app": 0.06,
    "opportunities": 0.07,
    "agent": 0.21,
    "your_ai": 0.44
   }
  },
  {
   "co": "Otterly.ai",
   "d": "2026-06-08",
   "k": "launch",
   "t": "MCP Server",
   "desc": "Model Context Protocol server lets users query AI search visibility data directly from AI assistants like Claude, ChatGPT, and Cursor.",
   "ai_quote": "query your AI search visibility data directly from AI assistants like Claude, ChatGPT, Cursor",
   "src": "https://help.otterly.ai/changelog",
   "srcname": "OtterlyAI Changelog",
   "conf": "high",
   "steps": [
    "your_ai"
   ],
   "p": {
    "coverage_ai": 0.04,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.07,
    "opportunities": 0.02,
    "agent": 0.03,
    "your_ai": 0.98,
    "aiv_track": 0.36,
    "aiv_sources": 0.09,
    "aiv_optimize": 0.1
   }
  },
  {
   "co": "Medialyst",
   "d": "2026-06-09",
   "k": "announce",
   "t": "find-journalists (newsjack)",
   "desc": "Creates, inspects, enriches, and shares fit-checked media lists for newsjack campaigns via the optional Medialyst server.",
   "ai_quote": "your agent becomes a PR operator: briefing, newsjacking, pitch critique, angle generation, media list workflow.",
   "src": "https://github.com/elvisun/newsjack/blob/v0.1.7/skills/find-journalists/SKILL.md",
   "srcname": "GitHub",
   "conf": "high",
   "steps": [
    "lists"
   ],
   "p": {
    "coverage_ai": 0.05,
    "pitch_writing": 0,
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    "lists": 0.92,
    "chat_app": 0.17,
    "opportunities": 0.28,
    "agent": 0.64,
    "your_ai": 0.4
   }
  },
  {
   "co": "Profound",
   "d": "2026-06-09",
   "k": "launch",
   "t": "Support for Claude Fable",
   "desc": "Claude Fable is available across Profound Agents and Profound Ask on release.",
   "ai_quote": "immediate support for Fable across the platform, across both Profound Agents and Profound Ask",
   "src": "https://www.tryprofound.com/blog/claude-fable",
   "srcname": "Profound blog",
   "conf": "med",
   "steps": [],
   "p": {
    "coverage_ai": 0.04,
    "pitch_writing": 0,
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    "chat_app": 0.23,
    "opportunities": 0.03,
    "agent": 0.1,
    "your_ai": 0.12
   }
  },
  {
   "co": "aclipp",
   "d": "2026-06-09",
   "k": "launch",
   "t": "Google AI Mode and AI Overview",
   "desc": "Adds Google AI Mode and AI Overview to the tracked AI-visibility providers.",
   "ai_quote": "Track how your brand appears in Google AI Mode and Google AI Overview alongside your other AI visibility providers.",
   "src": "https://aclipp.com/en/updates?page=2",
   "srcname": "aclipp",
   "conf": "high",
   "steps": [
    "aiv_track"
   ],
   "p": {
    "coverage_ai": 0.04,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.02,
    "opportunities": 0.02,
    "agent": 0.02,
    "your_ai": 0.02,
    "aiv_track": 0.9,
    "aiv_sources": 0.09,
    "aiv_optimize": 0.03
   }
  },
  {
   "co": "Press Ranger",
   "d": "2026-06-10",
   "k": "launch",
   "t": "AI Press Release Assistant",
   "desc": "In-editor AI to fix grammar, shorten copy or run a custom prompt, with paragraph-level review.",
   "ai_quote": "Edit and refine your press release with AI right inside the editor",
   "src": "https://pressranger.com/docs/changelog/whats-new",
   "srcname": "Press Ranger changelog",
   "conf": "high",
   "steps": [
    "release_writing"
   ],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.38,
    "opportunities": 0.02,
    "agent": 0.05,
    "your_ai": 0.06
   }
  },
  {
   "co": "Sequencr",
   "d": "2026-06-10",
   "k": "launch",
   "t": "Stratum",
   "desc": "Launches Stratum, an AI agent platform for communications and marketing teams combining agents, domain-specific models and live media and social data.",
   "ai_quote": "Sequencr AI announced the launch of Stratum, a full-stack AI agent platform built for communications and marketing teams and agencies.",
   "src": "https://www.sequencr.ai/insights/sequencr-ai-launches-stratum-bringing-ai-agents-to-communications-and-marketing-teams",
   "srcname": "Sequencr AI",
   "conf": "high",
   "steps": [
    "agent"
   ],
   "p": {
    "coverage_ai": 0.46,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.41,
    "chat_app": 0.16,
    "opportunities": 0.23,
    "agent": 0.69,
    "your_ai": 0.04
   }
  },
  {
   "co": "Sequencr",
   "d": "2026-06-10",
   "k": "launch",
   "t": "Media Monitoring Agent",
   "desc": "Tracks coverage of brands, executives, competitors and topics across news and trade sources and generates automated monitoring reports.",
   "ai_quote": "Stratum agents track coverage across multiple sources, identify what matters and generate coverage reports",
   "src": "https://www.sequencr.ai/insights/sequencr-ai-launches-stratum-bringing-ai-agents-to-communications-and-marketing-teams",
   "srcname": "Sequencr AI",
   "conf": "med",
   "steps": [
    "coverage_ai"
   ],
   "p": {
    "coverage_ai": 0.93,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.04,
    "chat_app": 0.04,
    "opportunities": 0.03,
    "agent": 0.49,
    "your_ai": 0.03
   }
  },
  {
   "co": "Sequencr",
   "d": "2026-06-10",
   "k": "launch",
   "t": "Crisis & Issues Agent",
   "desc": "Watches media, niche communities, policy forums and papers for emerging reputational risk, assesses escalation and drafts scenarios and response options.",
   "ai_quote": "Stratum agents detect and categorize emerging issues so your team can ask questions, test messaging and simulate outcomes",
   "src": "https://www.sequencr.ai/insights/sequencr-ai-launches-stratum-bringing-ai-agents-to-communications-and-marketing-teams",
   "srcname": "Sequencr AI",
   "conf": "med",
   "steps": [],
   "p": {
    "coverage_ai": 0.51,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.03,
    "chat_app": 0.12,
    "opportunities": 0.02,
    "agent": 0.59,
    "your_ai": 0.03
   }
  },
  {
   "co": "Sequencr",
   "d": "2026-06-10",
   "k": "launch",
   "t": "Influencer Discovery Agent",
   "desc": "Builds a search strategy from a brief and ranks influencers by authority, recent activity, topical fit and likely impact.",
   "ai_quote": "Stratum agents automate that process and recommend the voices you should engage.",
   "src": "https://www.sequencr.ai/insights/sequencr-ai-launches-stratum-bringing-ai-agents-to-communications-and-marketing-teams",
   "srcname": "Sequencr AI",
   "conf": "med",
   "steps": [
    "lists"
   ],
   "p": {
    "coverage_ai": 0.05,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.55,
    "chat_app": 0.08,
    "opportunities": 0.05,
    "agent": 0.46,
    "your_ai": 0.04
   }
  },
  {
   "co": "Sequencr",
   "d": "2026-06-10",
   "k": "launch",
   "t": "Narrative Intelligence Agent",
   "desc": "Clusters related articles into narratives with momentum metrics and drafts releases, posts and key messages from the selected narratives.",
   "ai_quote": "Narrative intelligence agent for topics and storylines",
   "src": "https://www.sequencr.ai/insights/sequencr-ai-launches-stratum-bringing-ai-agents-to-communications-and-marketing-teams",
   "srcname": "Sequencr AI",
   "conf": "med",
   "steps": [
    "coverage_ai"
   ],
   "p": {
    "coverage_ai": 0.83,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.05,
    "chat_app": 0.07,
    "opportunities": 0.14,
    "agent": 0.66,
    "your_ai": 0.04
   }
  },
  {
   "co": "Signal AI",
   "d": "2026-06-10",
   "k": "launch",
   "t": "Launch of Signal AI MCP",
   "desc": "Signal AI launched Signal AI MCP, a connector exposing its intelligence capabilities directly to AI agents and LLM applications.",
   "ai_quote": "",
   "src": "https://signal-ai.com/insights/press_release/signal-ai-puts-decision-intelligence-directly-inside-your-ai-agent-with-launch-of-mcp-connector/",
   "srcname": "Signal AI newsroom",
   "conf": "high",
   "steps": [
    "your_ai"
   ],
   "p": {},
   "from": "events"
  },
  {
   "co": "Rankscale",
   "d": "2026-06-11",
   "k": "launch",
   "t": "Rankscale MCP Server",
   "desc": "Authenticated remote MCP server lets AI assistants like Claude and Cursor query a brand's AI visibility data directly.",
   "ai_quote": "Connect Rankscale to AI assistants like Claude and Cursor with our authenticated remote MCP server",
   "src": "https://rankscale.ai/changelog",
   "srcname": "Rankscale Changelog",
   "conf": "high",
   "steps": [
    "your_ai"
   ],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.04,
    "opportunities": 0.01,
    "agent": 0.04,
    "your_ai": 0.98,
    "aiv_track": 0.33,
    "aiv_sources": 0.18,
    "aiv_optimize": 0.11
   }
  },
  {
   "co": "Scrunch AI",
   "d": "2026-06-11",
   "k": "beta",
   "t": "Knowledge Studio",
   "desc": "Turns internal brand knowledge (Notion, SharePoint) into AI-generated, brand-approved documentation for AI-optimized content.",
   "ai_quote": "let our AI agents generate brand-approved documentation to power AI-optimized content",
   "src": "https://scrunch.com/blog/knowledge-studio-give-ai-a-living-source-of-brand-truth",
   "srcname": "Scrunch blog",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
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    "chat_app": 0.08,
    "opportunities": 0.01,
    "agent": 0.06,
    "your_ai": 0.08
   }
  },
  {
   "co": "Medialyst",
   "d": "2026-06-12",
   "k": "announce",
   "t": "headline-generator (newsjack)",
   "desc": "Generates news, press-release, and pitch-subject headline candidates from a story's raw facts using ten proven moves.",
   "ai_quote": "your agent becomes a PR operator: briefing, newsjacking, pitch critique, angle generation, media list workflow.",
   "src": "https://github.com/elvisun/newsjack/releases/tag/v0.1.10",
   "srcname": "GitHub",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.04,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.05,
    "chat_app": 0.11,
    "opportunities": 0.16,
    "agent": 0.14,
    "your_ai": 0.26
   }
  },
  {
   "co": "Determ",
   "d": "2026-06-15",
   "k": "announce",
   "t": "Determ MCP",
   "desc": "Model Context Protocol integration letting Claude, ChatGPT, and other AI assistants query Determ mention data in plain language.",
   "ai_quote": "one shared connector that lets any compatible AI assistant talk to your Determ account",
   "src": "https://determ.com/blog/determ-mcp-setup-guide/",
   "srcname": "Determ",
   "conf": "high",
   "steps": [
    "your_ai"
   ],
   "p": {
    "coverage_ai": 0.07,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.05,
    "opportunities": 0.02,
    "agent": 0.05,
    "your_ai": 0.98
   }
  },
  {
   "co": "OnePitch",
   "d": "2026-06-15",
   "k": "launch",
   "t": "OnePitch PR AI Hub",
   "desc": "A bundle of 14 specialized AI tools spanning the PR workflow: pitch writing, journalist research, media strategy, and coverage analysis.",
   "ai_quote": "14 AI Tools for PR Professionals",
   "src": "https://ai-hub.onepitch.co/",
   "srcname": "OnePitch",
   "conf": "high",
   "steps": [
    "pitch_writing",
    "lists"
   ],
   "p": {
    "coverage_ai": 0.2,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.54,
    "chat_app": 0.04,
    "opportunities": 0.48,
    "agent": 0.05,
    "your_ai": 0.03
   }
  },
  {
   "co": "OnePitch",
   "d": "2026-06-15",
   "k": "launch",
   "t": "PR Strategy Builder",
   "desc": "Builds a PR strategy from competitor analysis, coverage gaps, angles, outlet lists and tactics.",
   "ai_quote": "14 AI Tools for PR Professionals",
   "src": "https://ai-hub.onepitch.co/",
   "srcname": "OnePitch PR AI Hub",
   "conf": "med",
   "steps": [],
   "p": {
    "coverage_ai": 0.1,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.3,
    "chat_app": 0.04,
    "opportunities": 0.38,
    "agent": 0.17,
    "your_ai": 0.03
   }
  },
  {
   "co": "OnePitch",
   "d": "2026-06-15",
   "k": "launch",
   "t": "Counter-Competitor PR Campaign Strategy",
   "desc": "Assesses competitors' messaging and coverage to produce a differentiating PR strategy.",
   "ai_quote": "14 AI Tools for PR Professionals",
   "src": "https://ai-hub.onepitch.co/",
   "srcname": "OnePitch PR AI Hub",
   "conf": "med",
   "steps": [],
   "p": {
    "coverage_ai": 0.22,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.06,
    "chat_app": 0.03,
    "opportunities": 0.09,
    "agent": 0.11,
    "your_ai": 0.03
   }
  },
  {
   "co": "OnePitch",
   "d": "2026-06-15",
   "k": "launch",
   "t": "Coverage Performance Analyzer",
   "desc": "Analyzes articles for narrative strength, message pull-through and visibility, then writes a performance report.",
   "ai_quote": "14 AI Tools for PR Professionals",
   "src": "https://ai-hub.onepitch.co/",
   "srcname": "OnePitch PR AI Hub",
   "conf": "med",
   "steps": [
    "coverage_ai"
   ],
   "p": {
    "coverage_ai": 0.82,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.03,
    "chat_app": 0.04,
    "opportunities": 0.03,
    "agent": 0.09,
    "your_ai": 0.03
   }
  },
  {
   "co": "OnePitch",
   "d": "2026-06-15",
   "k": "launch",
   "t": "Pitch Planning Strategist",
   "desc": "Maps a brand to upcoming events and seasonal moments with pitch timing windows and angles.",
   "ai_quote": "14 AI Tools for PR Professionals",
   "src": "https://ai-hub.onepitch.co/",
   "srcname": "OnePitch PR AI Hub",
   "conf": "med",
   "steps": [
    "opportunities"
   ],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.04,
    "chat_app": 0.04,
    "opportunities": 0.75,
    "agent": 0.08,
    "your_ai": 0.03
   }
  },
  {
   "co": "OnePitch",
   "d": "2026-06-15",
   "k": "launch",
   "t": "Newsjacking Strategist",
   "desc": "Tracks breaking headlines, finds journalists covering them and drafts rapid-response angles.",
   "ai_quote": "14 AI Tools for PR Professionals",
   "src": "https://ai-hub.onepitch.co/",
   "srcname": "OnePitch PR AI Hub",
   "conf": "med",
   "steps": [
    "lists",
    "opportunities"
   ],
   "p": {
    "coverage_ai": 0.14,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.7,
    "chat_app": 0.04,
    "opportunities": 0.95,
    "agent": 0.36,
    "your_ai": 0.04
   }
  },
  {
   "co": "OnePitch",
   "d": "2026-06-15",
   "k": "launch",
   "t": "News Scan Assistant",
   "desc": "Runs quick media scans for brand mentions and competitor moves from the last 5 to 10 days.",
   "ai_quote": "14 AI Tools for PR Professionals",
   "src": "https://ai-hub.onepitch.co/",
   "srcname": "OnePitch PR AI Hub",
   "conf": "med",
   "steps": [],
   "p": {
    "coverage_ai": 0.29,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.05,
    "chat_app": 0.05,
    "opportunities": 0.14,
    "agent": 0.09,
    "your_ai": 0.04
   }
  },
  {
   "co": "OnePitch",
   "d": "2026-06-15",
   "k": "launch",
   "t": "Outlet Analysis",
   "desc": "Profiles a media outlet's editorial style, coverage themes and audience.",
   "ai_quote": "14 AI Tools for PR Professionals",
   "src": "https://ai-hub.onepitch.co/",
   "srcname": "OnePitch PR AI Hub",
   "conf": "med",
   "steps": [],
   "p": {
    "coverage_ai": 0.2,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.12,
    "chat_app": 0.03,
    "opportunities": 0.05,
    "agent": 0.05,
    "your_ai": 0.03
   }
  },
  {
   "co": "OnePitch",
   "d": "2026-06-15",
   "k": "launch",
   "t": "Journalist Pitch Tips",
   "desc": "Gives style insights, past coverage patterns and angle suggestions for pitching a given journalist.",
   "ai_quote": "14 AI Tools for PR Professionals",
   "src": "https://ai-hub.onepitch.co/",
   "srcname": "OnePitch PR AI Hub",
   "conf": "med",
   "steps": [],
   "p": {
    "coverage_ai": 0.12,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.21,
    "chat_app": 0.06,
    "opportunities": 0.41,
    "agent": 0.05,
    "your_ai": 0.04
   }
  },
  {
   "co": "OnePitch",
   "d": "2026-06-15",
   "k": "launch",
   "t": "Article Analysis",
   "desc": "Breaks down a news article's angle, tone and audience to spot PR hooks.",
   "ai_quote": "14 AI Tools for PR Professionals",
   "src": "https://ai-hub.onepitch.co/",
   "srcname": "OnePitch PR AI Hub",
   "conf": "med",
   "steps": [],
   "p": {
    "coverage_ai": 0.38,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.03,
    "chat_app": 0.03,
    "opportunities": 0.5,
    "agent": 0.04,
    "your_ai": 0.03
   }
  },
  {
   "co": "OnePitch",
   "d": "2026-06-15",
   "k": "launch",
   "t": "Pitch Feedback Assistant",
   "desc": "Critiques a pitch against a journalist's beat and tone, with alternative hooks and openers.",
   "ai_quote": "14 AI Tools for PR Professionals",
   "src": "https://ai-hub.onepitch.co/",
   "srcname": "OnePitch PR AI Hub",
   "conf": "med",
   "steps": [],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.03,
    "chat_app": 0.13,
    "opportunities": 0.04,
    "agent": 0.04,
    "your_ai": 0.03
   }
  },
  {
   "co": "OnePitch",
   "d": "2026-06-15",
   "k": "launch",
   "t": "Pitch Narrative Repositioning Assistant",
   "desc": "Reframes one story into 3 to 5 narrative angles with hooks and outlet fits.",
   "ai_quote": "14 AI Tools for PR Professionals",
   "src": "https://ai-hub.onepitch.co/",
   "srcname": "OnePitch PR AI Hub",
   "conf": "med",
   "steps": [
    "pitch_writing"
   ],
   "p": {
    "coverage_ai": 0.04,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.14,
    "chat_app": 0.07,
    "opportunities": 0.29,
    "agent": 0.06,
    "your_ai": 0.03
   }
  },
  {
   "co": "OnePitch",
   "d": "2026-06-15",
   "k": "launch",
   "t": "A/B Testing Pitch Strategist",
   "desc": "Compares pitch versions and predicts which will perform better.",
   "ai_quote": "14 AI Tools for PR Professionals",
   "src": "https://ai-hub.onepitch.co/",
   "srcname": "OnePitch PR AI Hub",
   "conf": "med",
   "steps": [],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.03,
    "chat_app": 0.05,
    "opportunities": 0.03,
    "agent": 0.06,
    "your_ai": 0.03
   }
  },
  {
   "co": "OnePitch",
   "d": "2026-06-15",
   "k": "launch",
   "t": "Follow-Up Strategy Builder",
   "desc": "Designs multi-touch follow-up sequences with timing and draft messages.",
   "ai_quote": "14 AI Tools for PR Professionals",
   "src": "https://ai-hub.onepitch.co/",
   "srcname": "OnePitch PR AI Hub",
   "conf": "med",
   "steps": [
    "pitch_writing"
   ],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.03,
    "chat_app": 0.04,
    "opportunities": 0.03,
    "agent": 0.16,
    "your_ai": 0.03
   }
  },
  {
   "co": "Agility PR",
   "d": "2026-06-17",
   "k": "launch",
   "t": "Agility Agent launch",
   "desc": "Agility PR Solutions launched Agility Agent, an autonomous agent that turns one prompt into a complete executive media report.",
   "ai_quote": "",
   "src": "https://www.newsfilecorp.com/release/301717/From-Prompt-to-CSuite-Agility-PR-Solutions-Launches-the-Agility-Agent",
   "srcname": "Agility Agent press release (Newsfile)",
   "conf": "high",
   "steps": [
    "agent"
   ],
   "p": {},
   "from": "events"
  },
  {
   "co": "Peec AI",
   "d": "2026-06-17",
   "k": "launch",
   "t": "AI Shopping Analytics",
   "desc": "SKU-level tracking of which products AI shopping (ChatGPT) recommends, at what price, win rate and position vs competitors.",
   "ai_quote": "AI Shopping Analytics closes it. Bring your catalog and Peec gives you SKU-level visibility into AI shopping",
   "src": "https://peec.ai/changelog",
   "srcname": "Peec AI (changelog)",
   "conf": "high",
   "steps": [
    "aiv_track"
   ],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.01,
    "chat_app": 0.02,
    "opportunities": 0.01,
    "agent": 0.02,
    "your_ai": 0.05,
    "aiv_track": 0.31,
    "aiv_sources": 0.04,
    "aiv_optimize": 0.04
   }
  },
  {
   "co": "Profound",
   "d": "2026-06-17",
   "k": "launch",
   "t": "External MCP Connectors",
   "desc": "Profound can read live data from outside tools (Slack, Notion, Linear, G2 and others) via MCP and act on it.",
   "ai_quote": "Connect CMS tools, project trackers, team communication, and more to Profound via MCP.",
   "src": "https://www.tryprofound.com/blog/introducing-external-mcp-connectors-in-profound",
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   "co": "Rankscale",
   "d": "2026-06-17",
   "k": "launch",
   "t": "Track sponsored ads in AI shopping answers",
   "desc": "Tracks sponsored ad placements ChatGPT, Google AI Mode, and Google AI Overview show for tracked queries, with an advertiser leaderboard and ad share of voice.",
   "ai_quote": "Track sponsored ads in AI shopping answers",
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   "co": "Medialyst",
   "d": "2026-06-18",
   "k": "announce",
   "t": "/angle-generator",
   "desc": "Newsjack-powered copilot slash command that generates pitch/story angle suggestions in chat.",
   "ai_quote": "Newsjack-powered copilot commands including `/angle-generator`",
   "src": "https://medialyst.ai/changelog",
   "srcname": "Medialyst Changelog",
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   "co": "Medialyst",
   "d": "2026-06-18",
   "k": "announce",
   "t": "/headline-generator",
   "desc": "Newsjack-powered copilot slash command that generates headline options in chat.",
   "ai_quote": "Newsjack-powered copilot commands including `/headline-generator`",
   "src": "https://medialyst.ai/changelog",
   "srcname": "Medialyst Changelog",
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   "co": "Medialyst",
   "d": "2026-06-18",
   "k": "announce",
   "t": "/fact-check",
   "desc": "Newsjack-powered copilot slash command that fact-checks pitch or story claims in chat.",
   "ai_quote": "Newsjack-powered copilot commands including `/fact-check`",
   "src": "https://medialyst.ai/changelog",
   "srcname": "Medialyst Changelog",
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   "co": "Medialyst",
   "d": "2026-06-18",
   "k": "announce",
   "t": "/journalist-fit-check",
   "desc": "Newsjack-powered copilot slash command that checks a journalist's fit for a pitch in chat.",
   "ai_quote": "Newsjack-powered copilot commands including `/journalist-fit-check`",
   "src": "https://medialyst.ai/changelog",
   "srcname": "Medialyst Changelog",
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   "co": "Medialyst",
   "d": "2026-06-18",
   "k": "announce",
   "t": "/newsworthiness-check",
   "desc": "Newsjack-powered copilot slash command that assesses a story's newsworthiness in chat.",
   "ai_quote": "Newsjack-powered copilot commands including `/newsworthiness-check`",
   "src": "https://medialyst.ai/changelog",
   "srcname": "Medialyst Changelog",
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   "co": "Medialyst",
   "d": "2026-06-18",
   "k": "announce",
   "t": "/pr-strategist",
   "desc": "Newsjack-powered copilot slash command that gives PR strategy guidance in chat.",
   "ai_quote": "Newsjack-powered copilot commands including `/pr-strategist`",
   "src": "https://medialyst.ai/changelog",
   "srcname": "Medialyst Changelog",
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   "co": "Otterly.ai",
   "d": "2026-06-18",
   "k": "beta",
   "t": "Claude Engine (Early Access)",
   "desc": "Adds Claude as a dedicated AI search engine to track brand visibility, citations, and competitor presence, in early access to first 50 customers.",
   "ai_quote": "Claude as a dedicated AI search engine",
   "src": "https://help.otterly.ai/changelog",
   "srcname": "OtterlyAI Changelog",
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   "co": "Medialyst",
   "d": "2026-06-23",
   "k": "beta",
   "t": "press-clip (newsjack)",
   "desc": "Turns a live article URL into a branded press-clip PDF, preserving the outlet's logo/layout while stripping ads.",
   "ai_quote": "This is local-agent only because it drives a real browser.",
   "src": "https://github.com/elvisun/newsjack/releases/tag/v0.1.12-rc.1",
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   "co": "Otterly.ai",
   "d": "2026-06-23",
   "k": "launch",
   "t": "ChatGPT Ads & Shopping Cards Tracking",
   "desc": "Tracks how often ChatGPT AI responses include sponsored Ad placements or Shopping Card product listings, and which brands appear in them.",
   "ai_quote": "ChatGPT Ads and Shopping Cards are now tracked inside every OtterlyAI brand report",
   "src": "https://help.otterly.ai/changelog",
   "srcname": "OtterlyAI Changelog",
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   "co": "Talkwalker",
   "d": "2026-06-24",
   "k": "rebrand",
   "t": "Renamed Lumen by Talkwalker; Wisdom agent launched",
   "desc": "Hootsuite renamed Talkwalker to Lumen by Talkwalker, its dedicated social intelligence product inside Social OS, connected directly to Wisdom, a new social-first AI agent for social and business intelligence.",
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   "co": "Otterly.ai",
   "d": "2026-06-25",
   "k": "launch",
   "t": "Query Fan-Out",
   "desc": "Enter a prompt and see the range of related, implicit, and comparative queries AI search engines may generate from it; add any as tracked prompts.",
   "ai_quote": "the full range of queries that AI search engines may generate from it",
   "src": "https://help.otterly.ai/changelog",
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   "co": "Profound",
   "d": "2026-06-25",
   "k": "launch",
   "t": "Prompt Research Reports",
   "desc": "Runs over 1.5 billion real user prompts through a proprietary ranking and clustering model to guide prompt selection.",
   "ai_quote": "runs 1.5+ billion real user prompts through a proprietary ranking and clustering model so you can choose prompts based on data, not guesswor",
   "src": "https://www.tryprofound.com/blog/introducing-prompt-research-reports-in-profound",
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   "co": "Profound",
   "d": "2026-06-26",
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   "t": "Projects",
   "desc": "Turns AEO data into a ranked list of opportunities, each broken into agent-executable tasks.",
   "ai_quote": "Projects turns your AEO data into a ranked list of opportunities, each broken into tasks with an agent ready to do the work",
   "src": "https://www.tryprofound.com/blog/introducing-projects-in-profound",
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   "co": "Profound",
   "d": "2026-06-26",
   "k": "launch",
   "t": "Agent Template Marketplace",
   "desc": "Marketplace of pre-built marketing, SEO and AEO agent templates that can be cloned into Profound Agents.",
   "ai_quote": "pre-built AI agent workflows for marketing, SEO, and AEO teams",
   "src": "https://www.tryprofound.com/blog/introducing-the-profound-agent-template-marketplace",
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   "co": "Medialyst",
   "d": "2026-06-30",
   "k": "announce",
   "t": "pr-calendar (newsjack)",
   "desc": "Turns Medialyst's live PR calendar feed into a brand-specific, lead-time-aware six-month pitch plan.",
   "ai_quote": "your agent becomes a PR operator: briefing, newsjacking, pitch critique, angle generation, media list workflow.",
   "src": "https://github.com/elvisun/newsjack/releases/tag/v0.1.15",
   "srcname": "GitHub",
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   "co": "Meltwater",
   "d": "2026-07",
   "k": "launch",
   "t": "Story Flow Agent (Mira Studio)",
   "desc": "Plain-language request returns a cited brief on how a story started, spread and evolved.",
   "ai_quote": "Analyze how a story started, spread, and evolved with Story Flow in Mira Studio. Ask in plain language",
   "src": "https://www.meltwater.com/en/product-updates/page/4",
   "srcname": "Meltwater product updates",
   "conf": "high",
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   "co": "Profound",
   "d": "2026-07-02",
   "k": "launch",
   "t": "Aim",
   "desc": "Always-on AI marketing agent that continuously monitors visibility/sentiment/accuracy signals and turns opportunities into executable Projects. It proposes and drafts work; a human reviews and approves before anything publishes.",
   "ai_quote": "Profound Aim, an always-on background agent that helps marketing teams identify their highest-impact opportunities, prioritize work, and coo",
   "src": "https://www.tryprofound.com/newsroom/profound-launches-aim-to-transform-ai-search-data-into-marketing-execution",
   "srcname": "Profound (GlobeNewswire press release)",
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   "co": "Wiztrust",
   "d": "2026-07-02",
   "k": "launch",
   "t": "Blueprint GEO",
   "desc": "Measures the gap between how LLMs portray a brand and how it wants to be seen, then realigns media relations by sector and language.",
   "ai_quote": "Blueprint GEO measures the gap between how LLMs portray a brand and how that brand wants to be seen",
   "src": "https://newsroom.wiztrust.com/news/wiztrust-launches-blueprint-geo-to-realign-companies-and-their-image-across-llms-b0b8a-7e09e.html",
   "srcname": "Wiztrust newsroom",
   "conf": "high",
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   "co": "aclipp",
   "d": "2026-07-03",
   "k": "launch",
   "t": "AI Visibility reporting",
   "desc": "Puts AI-visibility data into the same dashboards and reports as coverage.",
   "ai_quote": "Report on your AI Visibility alongside your coverage, in the same dashboards and reports.",
   "src": "https://aclipp.com/en/updates",
   "srcname": "aclipp",
   "conf": "high",
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   "co": "Peec AI",
   "d": "2026-07-06",
   "k": "launch",
   "t": "Query Fanouts",
   "desc": "Shows the internal web-search queries an AI engine runs before writing its answer, filterable by type and topic.",
   "ai_quote": "When an AI engine answers one of your prompts, it quietly runs its own web searches first, then writes the answer from what it finds",
   "src": "https://peec.ai/changelog",
   "srcname": "Peec AI (changelog)",
   "conf": "high",
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   "co": "Featured",
   "d": "2026-07-07",
   "k": "launch",
   "t": "MCP Server",
   "desc": "General availability of a Model Context Protocol server connecting Claude, Cursor, VS Code and other MCP-compatible clients to a Featured account.",
   "ai_quote": "Featured Launches an MCP Server, Bringing AI Agents to PR Agencies",
   "src": "https://www.globenewswire.com/news-release/2026/07/07/3323391/0/en/Featured-Launches-an-MCP-Server-Bringing-AI-Agents-to-PR-Agencies.html",
   "srcname": "GlobeNewswire",
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   "co": "Meltwater",
   "d": "2026-07-08",
   "k": "launch",
   "t": "Meltwater MCP",
   "desc": "Remote MCP server exposing Meltwater data and actions to AI assistants and agents.",
   "ai_quote": "Meltwater MCP is the only full-suite media intelligence platform that plugs directly into leading AI assistants, custom agents",
   "src": "https://developer.meltwater.com/help/changelog",
   "srcname": "Meltwater developer changelog",
   "conf": "high",
   "steps": [
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   "co": "OnePitch",
   "d": "2026-07-08",
   "k": "launch",
   "t": "Next-step suggestions after each reply",
   "desc": "After an AI response the hub suggests logical follow-up tools.",
   "ai_quote": "After an AI response, the hub suggests logical follow-up tools so you can keep momentum",
   "src": "https://ai-hub.onepitch.co/",
   "srcname": "OnePitch PR AI Hub",
   "conf": "med",
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   "co": "Prezly",
   "d": "2026-07-08",
   "k": "launch",
   "t": "Fix Bounced Emails with Smart Suggestions",
   "desc": "An AI agent researches bounced contacts online and suggests replacement email addresses for review.",
   "ai_quote": "an AI agent researches bounced contacts online to look for possible new email addresses",
   "src": "https://www.prezly.com/changelog/fix-bounced-emails-with-smart-suggestions",
   "srcname": "Prezly changelog",
   "conf": "high",
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   "co": "Profound",
   "d": "2026-07-08",
   "k": "announce",
   "t": "Support for Grok 4.5",
   "desc": "Adds tracking support for xAI's Grok 4.5 model.",
   "ai_quote": "Grok 4.5 is SpaceXAI's newest flagship model, designed for agentic workflows, and knowledge work",
   "src": "https://www.tryprofound.com/blog/grok-4.5",
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   "co": "Scrunch AI",
   "d": "2026-07-08",
   "k": "announce",
   "t": "Signals",
   "desc": "Continuously monitors how AI agents represent a brand in generated answers and flags meaningful changes.",
   "ai_quote": "continuously assesses how AI agents represent your brand in answers, detects meaningful changes",
   "src": "https://scrunch.com/blog/agent-experience-platform/",
   "srcname": "Scrunch (vendor blog)",
   "conf": "high",
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   "co": "Scrunch AI",
   "d": "2026-07-08",
   "k": "announce",
   "t": "Explorer",
   "desc": "Self-serve analytics surface built on live AI search data, including natural-language querying.",
   "ai_quote": "a self-serve analytics surface built on top of your live AI search data",
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   "conf": "high",
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   "co": "Scrunch AI",
   "d": "2026-07-08",
   "k": "launch",
   "t": "Site Optimization",
   "desc": "Site-wide analysis product summarizing website performance with scalable, prioritized recommendations to improve agent citeability and retrievability.",
   "ai_quote": "Our new site analysis product, Site Optimization, summarizes your website performance and gives you scalable recommendations",
   "src": "https://scrunch.com/blog/agent-experience-platform/",
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   "co": "Press Ranger",
   "d": "2026-07-09",
   "k": "launch",
   "t": "Press Ranger MCP Server",
   "desc": "An MCP connector letting Claude, ChatGPT, or Codex draft, manage, and track AI-optimized press releases directly inside a chat conversation.",
   "ai_quote": "V1 release connects Claude, ChatGPT, and Codex directly to Press Ranger to draft AI-optimized press releases",
   "src": "https://www.globenewswire.com/news-release/2026/07/09/3325174/0/en/Press-Ranger-Launches-the-First-MCP-Server-for-Press-Release-Distribution.html",
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   "co": "Profound",
   "d": "2026-07-09",
   "k": "announce",
   "t": "Support for GPT-5.6",
   "desc": "Adds tracking support for OpenAI's GPT-5.6 model family.",
   "ai_quote": "GPT-5.6 is OpenAI's newest flagship model family... Built for agentic workflows, coding, research, and enterprise knowledge work",
   "src": "https://www.tryprofound.com/blog/gpt-5.6",
   "srcname": "Profound (blog)",
   "conf": "high",
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   "co": "Profound",
   "d": "2026-07-10",
   "k": "launch",
   "t": "Pages",
   "desc": "Unified view of a website's content performance: AI citation status, bot-crawl activity and page health.",
   "ai_quote": "the unified view of your content's citations, bot activity, and page health",
   "src": "https://www.tryprofound.com/blog/introducing-pages-the-unified-view-of-your-content-s-performance",
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   "conf": "high",
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   "co": "Prezly",
   "d": "2026-07-13",
   "k": "beta",
   "t": "Campaign and pitch smart subject suggestions",
   "desc": "A.I. generates 3-4 subject line suggestions with reasoning inside the campaign and pitch editors (ended).",
   "ai_quote": "we are trying out A.I. smart subject suggestions within the campaign and pitch editors",
   "src": "https://www.prezly.com/changelog/campaign-and-pitch-smart-subject-suggestions",
   "srcname": "Prezly changelog",
   "conf": "high",
   "steps": [],
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   "co": "Cision / CisionOne",
   "d": "2026-07-14",
   "k": "launch",
   "t": "AI Visibility Dashboard",
   "desc": "Monitors, analyzes and benchmarks how brands appear across AI platforms (ChatGPT, Gemini, Claude, Perplexity, Grok, DeepSeek, Google AI Overview, Mistral).",
   "ai_quote": "monitor, analyze, and benchmark how their brands appear across the world's leading AI platforms",
   "src": "https://www.prnewswire.com/news-releases/cision-adds-ai-search-visibility-to-cisionone-helping-pr-teams-track-how-brands-appear-in-ai-answers-302825235.html",
   "srcname": "PR Newswire",
   "conf": "high",
   "steps": [
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   "co": "Profound",
   "d": "2026-07-14",
   "k": "launch",
   "t": "FactCheck",
   "desc": "Continuously evaluates factual claims made about a brand by AI answer engines against a verified knowledge base and flags inaccuracies.",
   "ai_quote": "Profound FactCheck, a new solution that helps brands identify, measure, and improve the factual accuracy of how they are represented across ",
   "src": "https://www.tryprofound.com/newsroom/profound-launches-factcheck-to-measure-the-accuracy-of-ai-answers-about-your-brand",
   "srcname": "Profound (GlobeNewswire press release)",
   "conf": "high",
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   "co": "Onclusive",
   "d": "2026-07-15",
   "k": "announce",
   "t": "Cyabra authenticity analysis in Onclusive",
   "desc": "Collaboration adds Cyabra's detection of inauthentic accounts, coordinated behavior and synthetic media to Onclusive monitoring.",
   "ai_quote": "Cyabra's AI-driven authenticity analysis, giving communications and marketing teams a clearer view of what's real online",
   "src": "https://news.onclusive.com/news/onclusive-and-cyabra-collaborate-to-help-brands-distinguish-authentic-conversation-from-inauthentic-narratives",
   "srcname": "Onclusive News",
   "conf": "high",
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   "co": "Profound",
   "d": "2026-07-20",
   "k": "launch",
   "t": "Brainstorm Mode (within Aim)",
   "desc": "Guided mode inside the Aim AI agent that turns a broad goal into a scoped, ready-to-run agent workflow.",
   "ai_quote": "Brainstorm Mode guides you from a broad goal to a scoped, ready-to-run Agents",
   "src": "https://www.tryprofound.com/blog/introducing-brainstorm-mode-within-aim",
   "srcname": "Profound (blog)",
   "conf": "high",
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   "co": "Talkwalker",
   "d": "2026-07-22",
   "k": "launch",
   "t": "Wisdom Insights Citations",
   "desc": "Inline source links on each key claim in Wisdom-generated summaries.",
   "ai_quote": "Each key claim in a Wisdom generated summary is followed by a numbered citation marker that links back to the original source",
   "src": "https://www.hootsuite.com/whats-new/wisdom-insights-citations",
   "srcname": "Hootsuite what's new",
   "conf": "high",
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   "co": "Otterly.ai",
   "d": "2026-07-23",
   "k": "launch",
   "t": "Citations Report: Winners & Losers, Starring & Citation Details View",
   "desc": "Adds a Winners & Losers view of citation movements, starred/bookmarked URLs, and a Citation Details View of prompts and AI engines citing a URL.",
   "ai_quote": "which AI engine (ChatGPT, Google AI Overviews, Perplexity, Gemini, or Copilot) each citation appeared on",
   "src": "https://otterly.ai/blog/ai-search-citations-tracking-update/",
   "srcname": "OtterlyAI Blog",
   "conf": "high",
   "steps": [
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   "co": "aclipp",
   "d": "2026-07-24",
   "k": "beta",
   "t": "aclipp MCP server beta",
   "desc": "Lets MCP-compatible AI agents work with a team's aclipp PR data.",
   "ai_quote": "Let compatible AI agents work securely with your PR context.",
   "src": "https://aclipp.com/en/updates",
   "srcname": "aclipp",
   "conf": "high",
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   "co": "Scrunch AI",
   "d": "2026-07-28",
   "k": "beta",
   "t": "Keyword Volume Estimator",
   "desc": "Estimates weekly volume, demand and commercial-intent scores for how often US users ask AI assistants about a keyword.",
   "ai_quote": "a calibrated estimate from real consumer AI conversations",
   "src": "https://scrunch.com/blog/keyword-volume-estimator-measure-ai-search-demand-and-whats-behind-it",
   "srcname": "Scrunch blog",
   "conf": "high",
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   "co": "Press Ranger",
   "d": "2026-07-31",
   "k": "launch",
   "t": "Find journalists from your AI assistant",
   "desc": "Claude, ChatGPT or Codex searches the 300,000+ journalist database and saves shortlists.",
   "ai_quote": "Your AI assistant can now search our journalist database of 300,000+ enriched profiles",
   "src": "https://pressranger.com/docs/changelog/whats-new",
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   "co": "Profound",
   "d": "2026-07-31",
   "k": "beta",
   "t": "Ads Studio",
   "desc": "Lets marketers generate, launch and manage ChatGPT Ads (private beta) using Profound's proprietary AI-search datasets.",
   "ai_quote": "Generate, launch, and manage ChatGPT Ads powered by Profound's proprietary datasets",
   "src": "https://product.tryprofound.com/changelog",
   "srcname": "Profound (changelog)",
   "conf": "high",
   "steps": [
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   "co": "Profound",
   "d": "2026-07-31",
   "k": "launch",
   "t": "Human Review Node",
   "desc": "A node that pauses an Agent or Sheet mid-run so a person reviews the output before it continues.",
   "ai_quote": "the Agent pauses mid-run alerting you to review what was produced",
   "src": "https://product.tryprofound.com/changelog/team-performance-human-review-node-and-more-in-profound",
   "srcname": "Profound changelog",
   "conf": "high",
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   "co": "Featured",
   "d": "2026-08",
   "k": "launch",
   "t": "Featured releases GEO Audit",
   "desc": "Featured released a GEO Audit feature, per its About-page timeline.",
   "ai_quote": "",
   "src": "https://featured.com/about",
   "srcname": "Featured: About",
   "conf": "med",
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   "co": "Meltwater",
   "d": "2026-08",
   "k": "launch",
   "t": "AI-powered Topic Clusters",
   "desc": "Explore topic clusters generated at query time with large language models and story-like labels.",
   "ai_quote": "Topic Clusters in Explore are now generated at query time using large language models",
   "src": "https://www.meltwater.com/en/product-updates/page/2",
   "srcname": "Meltwater product updates",
   "conf": "high",
   "steps": [
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   "co": "AirOps",
   "d": "2026-08-03",
   "k": "launch",
   "t": "Content Review for AI Discoverability and Brand Adherence",
   "desc": "Automated checks on Playbook and Workflow outputs suggest edits on answer completeness, original information and writing rules.",
   "ai_quote": "Review content for AI Discoverability and Brand Adherence with automated checks on Playbook and Workflow outputs.",
   "src": "https://www.airops.com/changelog",
   "srcname": "AirOps changelog",
   "conf": "high",
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   "co": "Peec AI",
   "d": "2026-08-03",
   "k": "announce",
   "t": "Ads Page",
   "desc": "Shows sponsored ads Peec captured inside ChatGPT answers on tracked prompts: advertiser, promoted pages, and frequency.",
   "ai_quote": "See what ads pop up in ChatGPT on the prompts you track.",
   "src": "https://peec.ai/changelog",
   "srcname": "Peec AI (changelog)",
   "conf": "high",
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   "co": "Peec AI",
   "d": "2026-08-03",
   "k": "launch",
   "t": "Brand Perception",
   "desc": "Shows what attributes AI models associate with a brand (association score) and how it ranks vs competitors (prominence score), plus objections.",
   "ai_quote": "we're launching brand perception in Peec AI... it shows how AI describes your brand",
   "src": "https://peec.ai/changelog",
   "srcname": "Peec AI (changelog)",
   "conf": "med",
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   "co": "Otterly.ai",
   "d": "2026-08-04",
   "k": "launch",
   "t": "Agent Analytics",
   "desc": "Shows every AI agent and crawler visiting a website and which pages ChatGPT, Claude, Perplexity, Google, and other bots reach, via server-log integrations.",
   "ai_quote": "See every AI agent and crawler that visits your website",
   "src": "https://help.otterly.ai/changelog",
   "srcname": "OtterlyAI Changelog",
   "conf": "high",
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   "co": "Medialyst",
   "d": "2026-08-05",
   "k": "announce",
   "t": "build-ai-visibility-panel (newsjack)",
   "desc": "Turns a public URL and description into an evidence-bound prompt panel for tracking a brand across AI answer systems.",
   "ai_quote": "turns any public URL and description into an evidence-bound prompt panel for AI-answer tracking",
   "src": "https://github.com/elvisun/newsjack/releases/tag/v0.1.16",
   "srcname": "GitHub",
   "conf": "high",
   "steps": [
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   "co": "Medialyst",
   "d": "2026-08-05",
   "k": "announce",
   "t": "ai-visibility-writing (newsjack)",
   "desc": "Audits and fact-preservingly revises press releases/articles so AI answer systems can retrieve, quote, and cite them.",
   "ai_quote": "so AI answer systems can more easily retrieve, understand, quote, and cite its useful information",
   "src": "https://github.com/elvisun/newsjack/blob/v0.1.16/skills/ai-visibility-writing/SKILL.md",
   "srcname": "GitHub",
   "conf": "high",
   "steps": [
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   "co": "Medialyst",
   "d": "2026-08-05",
   "k": "announce",
   "t": "same-outlet-ranker (newsjack)",
   "desc": "Ranks which journalist at one publication to approach first, using fit-check plus comparative outlet signals.",
   "ai_quote": "turns any public URL and description into an evidence-bound prompt panel for AI-answer tracking",
   "src": "https://github.com/elvisun/newsjack/blob/v0.1.16/skills/same-outlet-ranker/SKILL.md",
   "srcname": "GitHub",
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   "co": "Medialyst",
   "d": "2026-08-05",
   "k": "announce",
   "t": "buyer-job-intent-analysis (newsjack)",
   "desc": "Recovers buyer jobs, struggling moments, and desired progress from evidence to feed an AI-visibility prompt design.",
   "ai_quote": "Six composable atoms research ICPs and buyer jobs for AI-answer tracking",
   "src": "https://github.com/elvisun/newsjack/blob/v0.1.16/skills/buyer-job-intent-analysis/SKILL.md",
   "srcname": "GitHub",
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    "aiv_optimize": 0.44
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  },
  {
   "co": "Medialyst",
   "d": "2026-08-05",
   "k": "announce",
   "t": "icp-evidence-analysis (newsjack)",
   "desc": "Turns a company/market dossier into testable ICP hypotheses feeding an AI-visibility prompt panel.",
   "ai_quote": "Six composable atoms research ICPs and buyer jobs for AI-answer tracking",
   "src": "https://github.com/elvisun/newsjack/blob/v0.1.16/skills/icp-evidence-analysis/SKILL.md",
   "srcname": "GitHub",
   "conf": "med",
   "steps": [
    "aiv_track"
   ],
   "p": {
    "coverage_ai": 0.07,
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  },
  {
   "co": "Medialyst",
   "d": "2026-08-05",
   "k": "announce",
   "t": "prompt-proximity-architecture (newsjack)",
   "desc": "Turns approved ICPs and buyer jobs into a budget-aware prompt coverage blueprint for AI-visibility tracking.",
   "ai_quote": "Six composable atoms research ICPs and buyer jobs for AI-answer tracking",
   "src": "https://github.com/elvisun/newsjack/blob/v0.1.16/skills/prompt-proximity-architecture/SKILL.md",
   "srcname": "GitHub",
   "conf": "med",
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    "aiv_track"
   ],
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  },
  {
   "co": "Medialyst",
   "d": "2026-08-05",
   "k": "announce",
   "t": "prompt-set-qa (newsjack)",
   "desc": "Gates a generated prompt set for contamination, duplication, and evidence entailment before AI-visibility panel selection.",
   "ai_quote": "Six composable atoms research ICPs and buyer jobs for AI-answer tracking",
   "src": "https://github.com/elvisun/newsjack/blob/v0.1.16/skills/prompt-set-qa/SKILL.md",
   "srcname": "GitHub",
   "conf": "med",
   "steps": [
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   ],
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  },
  {
   "co": "Medialyst",
   "d": "2026-08-05",
   "k": "announce",
   "t": "realistic-prompt-generation (newsjack)",
   "desc": "Generates natural, controlled prompt variants for AI-visibility tracking from a target-blind design brief.",
   "ai_quote": "Six composable atoms research ICPs and buyer jobs for AI-answer tracking",
   "src": "https://github.com/elvisun/newsjack/blob/v0.1.16/skills/realistic-prompt-generation/SKILL.md",
   "srcname": "GitHub",
   "conf": "med",
   "steps": [
    "aiv_track"
   ],
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  },
  {
   "co": "Medialyst",
   "d": "2026-08-05",
   "k": "announce",
   "t": "ai-visibility-panel-design (newsjack)",
   "desc": "Selects QA-approved intent cells into a versioned AI-visibility tracking panel with weighting and refresh rules.",
   "ai_quote": "Select QA-approved canonical intent cells into a versioned AI-visibility tracking panel",
   "src": "https://github.com/elvisun/newsjack/blob/v0.1.16/skills/ai-visibility-panel-design/SKILL.md",
   "srcname": "GitHub",
   "conf": "high",
   "steps": [
    "aiv_track"
   ],
   "p": {
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    "aiv_sources": 0.16,
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  },
  {
   "co": "PigPR",
   "d": "2026-08-05",
   "k": "announce",
   "t": "AI Response Studio",
   "desc": "Drafts replies to reviews and mentions in the client's voice, with tone control, confidence score and risk flags; nothing posts without human approval.",
   "ai_quote": "PigPR's AI Response Studio drafts replies in-app that always wait for human approval",
   "src": "https://pigpr.com/blog/brand24-alternatives",
   "srcname": "PigPR blog",
   "conf": "med",
   "steps": [],
   "p": {
    "coverage_ai": 0.05,
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    "your_ai": 0.02
   }
  },
  {
   "co": "Prezly",
   "d": "2026-08-07",
   "k": "beta",
   "t": "AI story editorial review",
   "desc": "Story Editor review button checks a story against a chosen style (journalist friendly, neutral, commercial) and offers one-click edits (ended).",
   "ai_quote": "we've released a new AI editorial review tool within the Story Editor",
   "src": "https://www.prezly.com/changelog/ai-story-editorial-review",
   "srcname": "Prezly changelog",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
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    "your_ai": 0.04
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  },
  {
   "co": "PigPR",
   "d": "2026-08-08",
   "k": "launch",
   "t": "AI answer tracking",
   "desc": "Asks Gemini, Perplexity and ChatGPT about a brand every week, detects whether the brand is mentioned and ranks the sources the engines cite.",
   "ai_quote": "This is why PigPR now tracks AI answers the same way we track mentions.",
   "src": "https://pigpr.com/blog/why-we-track-three-ai-engines",
   "srcname": "PigPR blog",
   "conf": "high",
   "steps": [
    "aiv_track",
    "aiv_sources"
   ],
   "p": {
    "coverage_ai": 0.02,
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    "your_ai": 0.03,
    "aiv_track": 0.91,
    "aiv_sources": 0.88,
    "aiv_optimize": 0.04
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  },
  {
   "co": "Medialyst",
   "d": "2026-08-13",
   "k": "announce",
   "t": "Deep Research Agent",
   "desc": "Deep research agent reads the open web, bylines, and social profiles to raise freelance-journalist contact coverage.",
   "ai_quote": "deep research agent reading open web, bylines, and social profiles",
   "src": "https://medialyst.ai/changelog",
   "srcname": "Medialyst Changelog",
   "conf": "high",
   "steps": [
    "agent"
   ],
   "p": {
    "coverage_ai": 0.04,
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    "your_ai": 0.08
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  },
  {
   "co": "Profound",
   "d": "2026-08-14",
   "k": "launch",
   "t": "Citation Decay",
   "desc": "Tracks the full lifecycle of every cited URL (first-cited date, time to peak, half-life) to flag content losing AI-citation ground.",
   "ai_quote": "Citation Decay tracks the full lifecycle of every cited URL: first cited date, rise time to peak, peak volume, and half-life",
   "src": "https://product.tryprofound.com/changelog",
   "srcname": "Profound (changelog)",
   "conf": "high",
   "steps": [
    "aiv_sources"
   ],
   "p": {
    "coverage_ai": 0.03,
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  },
  {
   "co": "Prezly",
   "d": "2026-08-17",
   "k": "beta",
   "t": "Prezly MCP (AI assistant integration)",
   "desc": "An MCP server letting supported AI assistants (Claude, ChatGPT, Gemini) draft stories, build media lists, and manage a Prezly account.",
   "ai_quote": "lets supported AI assistants work with your Prezly account",
   "src": "https://www.prezly.com/changelog/connect-prezly-to-your-ai-assistant-with-mcp",
   "srcname": "Prezly Changelog",
   "conf": "high",
   "steps": [
    "your_ai"
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    "your_ai": 0.98
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   "co": "Propel",
   "d": "2026-08-17",
   "k": "announce",
   "t": "PropeLLM (First Large Language Model Built for PR)",
   "desc": "Propel's own large language model, trained on proprietary PR pitch, article, and journalist data, positioned as the first LLM built for PR.",
   "ai_quote": "the first Large Language Model built specifically for PR and communications teams",
   "src": "https://propel-ai.com/newsroom/propel-ai-launches-the-first-llm-built-for-pr-professionals",
   "srcname": "Propel AI newsroom",
   "conf": "high",
   "steps": [],
   "p": {
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  },
  {
   "co": "Agility PR",
   "d": "2026-08-18",
   "k": "launch",
   "t": "Agility MCP Connector",
   "desc": "Connector that lets Claude and other MCP assistants query a client's Agility media coverage in plain language.",
   "ai_quote": "Secure connector that links compatible AI assistants, including Claude, to a client's Agility PR Solutions account",
   "src": "https://www.newsfilecorp.com/release/310059/Agility-PR-Solutions-Launches-the-Agility-MCP-Connector-Grounding-AI-Assistants-in-Verified-Media-Data",
   "srcname": "Newsfile",
   "conf": "high",
   "steps": [
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   ],
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    "coverage_ai": 0.06,
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    "your_ai": 0.97
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   "co": "AthenaHQ",
   "d": "2026-08-19",
   "k": "announce",
   "t": "Shopping Pages",
   "desc": "Auto-generated, catalog-synced product and category pages built for the pages LLMs use to answer shopping queries.",
   "ai_quote": "Product and category pages are the pages LLMs reach for when someone asks what to buy",
   "src": "https://athenahq.ai/blog/athena-august-2026-feature-drop",
   "srcname": "AthenaHQ (vendor blog)",
   "conf": "high",
   "steps": [
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   "p": {
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    "aiv_optimize": 0.82
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  },
  {
   "co": "AthenaHQ",
   "d": "2026-08-19",
   "k": "announce",
   "t": "Shopify Catalog Sync",
   "desc": "Syncs prices, variants and swatches from Shopify so AI-generated shopping copy stays grounded in live product data.",
   "ai_quote": "the AI copy on the page is grounded in your actual product data",
   "src": "https://athenahq.ai/blog/athena-august-2026-feature-drop",
   "srcname": "AthenaHQ (vendor blog)",
   "conf": "high",
   "steps": [
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    "aiv_optimize": 0.66
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  },
  {
   "co": "AthenaHQ",
   "d": "2026-08-19",
   "k": "announce",
   "t": "ChatGPT Ads Reporting",
   "desc": "Adds a reporting layer for paid placements inside ChatGPT, tracking ad appearances and searchable creatives.",
   "ai_quote": "Paid placements inside ChatGPT are a new inventory type, and until now there was no reporting layer for them",
   "src": "https://athenahq.ai/blog/athena-august-2026-feature-drop",
   "srcname": "AthenaHQ (vendor blog)",
   "conf": "high",
   "steps": [
    "aiv_track"
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  },
  {
   "co": "AthenaHQ",
   "d": "2026-08-19",
   "k": "announce",
   "t": "Athena AI agentic follow-up actions",
   "desc": "Athena's AI assistant gains the ability to act on conversations directly, e.g. saving views and updating the Knowledge Base.",
   "ai_quote": "Athena AI is no longer just an answer engine on top of your data; it can now do the follow-up work",
   "src": "https://athenahq.ai/blog/athena-august-2026-feature-drop",
   "srcname": "AthenaHQ (vendor blog)",
   "conf": "high",
   "steps": [
    "chat_app",
    "agent"
   ],
   "p": {
    "coverage_ai": 0.02,
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    "your_ai": 0.08
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  },
  {
   "co": "Profound",
   "d": "2026-08-19",
   "k": "launch",
   "t": "YouTube Citation Breakdown",
   "desc": "Breaks down AI-citation data by YouTube channel, video and video category.",
   "ai_quote": "See cited YouTube URLs with structured details: Channel, Video, and Video Category",
   "src": "https://www.tryprofound.com/blog/introducing-youtube-citation-breakdown",
   "srcname": "Profound (blog)",
   "conf": "high",
   "steps": [
    "aiv_sources"
   ],
   "p": {
    "coverage_ai": 0.08,
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    "aiv_sources": 0.7,
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  },
  {
   "co": "Medialyst",
   "d": "2026-08-20",
   "k": "launch",
   "t": "Beat Sweep Agents",
   "desc": "Dedicated research agents, one per story angle, read findings and pull threads until each angle is exhausted.",
   "ai_quote": "one dedicated research agent goes to work on each one. It doesn't run a search. It researches",
   "src": "https://medialyst.ai/blog/carly-score-week-3-17-of-43",
   "srcname": "Medialyst Blog",
   "conf": "high",
   "steps": [
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   ],
   "p": {
    "coverage_ai": 0.11,
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   }
  },
  {
   "co": "Medialyst",
   "d": "2026-08-20",
   "k": "launch",
   "t": "Angles",
   "desc": "Breaks a campaign's news into several distinct story angles, each written for the beat reporter, shown for approval before the list runs.",
   "ai_quote": "each written the way the reporter who covers that beat would want to hear it",
   "src": "https://medialyst.ai/changelog",
   "srcname": "Medialyst changelog",
   "conf": "med",
   "steps": [],
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   "co": "Profound",
   "d": "2026-08-21",
   "k": "launch",
   "t": "Run Agents from Aim with @ mention",
   "desc": "Call any Agent from a chat with the AI Marketer; Aim runs it and returns Docs or Sheets in the conversation.",
   "ai_quote": "Call any Agent while chatting with your AI Marketer by using the @ mention, and Aim will run the Agent for you",
   "src": "https://product.tryprofound.com/changelog/profound-aim-updates-domain-segments-and-scim-provisioning",
   "srcname": "Profound changelog",
   "conf": "high",
   "steps": [
    "agent"
   ],
   "p": {
    "coverage_ai": 0.02,
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  },
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   "co": "Rankscale",
   "d": "2026-08-22",
   "k": "launch",
   "t": "AI assistant write access via MCP",
   "desc": "Connected AI assistants (Claude, ChatGPT, Cursor) can now create/update search terms, topics and dashboard views, and activate tracking, not just read data.",
   "ai_quote": "Your AI assistant can now update Rankscale, not just read it",
   "src": "https://rankscale.ai/changelog",
   "srcname": "Rankscale Changelog",
   "conf": "high",
   "steps": [
    "your_ai"
   ],
   "p": {
    "coverage_ai": 0.02,
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    "your_ai": 0.96
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  },
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   "co": "Surfacd",
   "d": "2026-08-27",
   "k": "launch",
   "t": "Search Queries",
   "desc": "Shows every web search an AI platform ran while building an answer, beside the cited sources.",
   "ai_quote": "See the searches AI ran before it answered",
   "src": "https://docs.surfacd.com/changelog",
   "srcname": "Surfacd changelog",
   "conf": "high",
   "steps": [
    "aiv_track"
   ],
   "p": {
    "coverage_ai": 0.02,
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  },
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   "co": "AirOps",
   "d": "2026-08-31",
   "k": "launch",
   "t": "AirOps in Codex",
   "desc": "Interactive AirOps Insights analysis with charts, tables and Brand Kit review interfaces inside Codex tasks.",
   "ai_quote": "Analyze AirOps data interactively in Codex with charts, data tables, and Brand Kit review interfaces inside your task.",
   "src": "https://www.airops.com/changelog",
   "srcname": "AirOps changelog",
   "conf": "med",
   "steps": [
    "your_ai"
   ],
   "p": {
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    "your_ai": 0.6
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  },
  {
   "co": "Indexable AI",
   "d": "2026-08-31",
   "k": "launch",
   "t": "GEO Outreach Agent listed on site (by 2026-08-31)",
   "desc": "A Wayback capture confirms the GEO Outreach Agent was listed in indexableai.com's navigation by this date; not confirmed as a launch date or the site's earliest capture.",
   "ai_quote": "GEO Outreach Agent",
   "src": "http://web.archive.org/web/20260831145701/https://indexableai.com/",
   "srcname": "Wayback Machine first capture",
   "conf": "low",
   "steps": [
    "agent"
   ],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
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    "your_ai": 0.04
   }
  },
  {
   "co": "Muck Rack",
   "d": "2026-09",
   "k": "announce",
   "t": "Muck Rack Agent",
   "desc": "A chat agent that answers plain-language questions grounded in an organisation's Muck Rack data and works inside ChatGPT or Claude via MCP.",
   "ai_quote": "Muck Rack Agent",
   "src": "https://muckrack.com/blog/muck-rack-latest-innovations-september-2026",
   "srcname": "Muck Rack blog",
   "conf": "med",
   "steps": [
    "your_ai"
   ],
   "p": {
    "coverage_ai": 0.03,
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    "opportunities": 0.05,
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    "your_ai": 0.95
   }
  },
  {
   "co": "PressPitch AI",
   "d": "2026-09",
   "k": "launch",
   "t": "AI Journalist Finder",
   "desc": "Finds the right reporter by beat, topic, and outlet, then verifies their direct email address.",
   "ai_quote": "Find the exact right reporter by beat, topic and outlet, then verify their direct email",
   "src": "https://presspitchai.com/",
   "srcname": "PressPitch AI",
   "conf": "low",
   "steps": [
    "lists"
   ],
   "p": {
    "coverage_ai": 0.02,
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  },
  {
   "co": "PressPitch AI",
   "d": "2026-09",
   "k": "launch",
   "t": "AI Podcast Finder",
   "desc": "Surfaces relevant podcast shows for a founder or expert to pitch as a guest.",
   "ai_quote": "Find 50 relevant shows in the time it takes to Google one",
   "src": "https://presspitchai.com/",
   "srcname": "PressPitch AI",
   "conf": "low",
   "steps": [
    "lists",
    "opportunities"
   ],
   "p": {
    "coverage_ai": 0.02,
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    "your_ai": 0.03
   }
  },
  {
   "co": "PressPitch AI",
   "d": "2026-09",
   "k": "launch",
   "t": "AI Stage & Event Finder",
   "desc": "Finds conferences, summits, TEDx events, and speaking opportunities matching a user's expertise.",
   "ai_quote": "Finds conferences, summits, TEDx events, and speaking opportunities matching your expertise",
   "src": "https://presspitchai.com/",
   "srcname": "PressPitch AI",
   "conf": "low",
   "steps": [],
   "p": {
    "coverage_ai": 0.02,
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   }
  },
  {
   "co": "PressPitch AI",
   "d": "2026-09",
   "k": "launch",
   "t": "AI Pitch Scorer",
   "desc": "Scores a drafted media pitch with line-by-line feedback before it is sent.",
   "ai_quote": "AI Pitch Scorer with line-by-line feedback",
   "src": "https://presspitchai.com/",
   "srcname": "PressPitch AI",
   "conf": "low",
   "steps": [],
   "p": {
    "coverage_ai": 0.02,
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  },
  {
   "co": "PublicRelay",
   "d": "2026-09",
   "k": "launch",
   "t": "Echo",
   "desc": "Shows how generative AI is representing and citing your brand.",
   "ai_quote": "We show you how generative AI is representing and citing your brand",
   "src": "https://publicrelay.com/",
   "srcname": "PublicRelay",
   "conf": "med",
   "steps": [
    "aiv_track",
    "aiv_sources"
   ],
   "p": {
    "coverage_ai": 0.12,
    "pitch_writing": 0,
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    "your_ai": 0.04,
    "aiv_track": 0.79,
    "aiv_sources": 0.5,
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   }
  },
  {
   "co": "RunPR",
   "d": "2026-09",
   "k": "announce",
   "t": "LLM relevance gate (Coverage Reports)",
   "desc": "Pre-scrape LLM filter reviews article titles/snippets so only genuinely relevant coverage of the client enters the client-facing coverage report.",
   "ai_quote": "An LLM relevance gate runs against titles and snippets before any full-text scraping starts.",
   "src": "https://runpr.ai/coverage",
   "srcname": "RunPR",
   "conf": "low",
   "steps": [],
   "p": {
    "coverage_ai": 0.19,
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  },
  {
   "co": "Cortex Intelligence",
   "d": "2026-09-01",
   "k": "announce",
   "t": "Cortex Brand agentic layer",
   "desc": "Agentic layer that follows coverage of the brand, notices narrative shifts on its own and returns context, cause and a recommendation.",
   "ai_quote": "Cortex Brand ... ganha uma camada agêntica que acompanha as publicações sobre a marca, percebe sozinha quando a narrativa muda",
   "src": "https://www.cortex-intelligence.com/blog/inteligencia/cortex-summit-2026",
   "srcname": "Cortex",
   "conf": "high",
   "steps": [
    "coverage_ai"
   ],
   "p": {
    "coverage_ai": 0.86,
    "pitch_writing": 0,
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    "your_ai": 0.07
   }
  },
  {
   "co": "Profound",
   "d": "2026-09-01",
   "k": "launch",
   "t": "Context Manager",
   "desc": "Operating memory for Profound's AI Marketer, synthesizing brand and personal context from a customer's knowledge base and interactions.",
   "ai_quote": "Context Manager is the operating memory for your AI Marketer. It's a live synthesis of your brand and personal context",
   "src": "https://www.tryprofound.com/blog/introducing-context-manager-in-profound",
   "srcname": "Profound (blog)",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
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    "chat_app": 0.15,
    "opportunities": 0.02,
    "agent": 0.07,
    "your_ai": 0.05
   }
  },
  {
   "co": "Brand24",
   "d": "2026-09-02",
   "k": "launch",
   "t": "AI Helper for Advanced Search",
   "desc": "AI Helper and AI Brand Assistant write an Advanced Search Boolean query from a plain-language description.",
   "ai_quote": "Use AI Helper or ask AI Brand Assistant to describe what you want to find in plain language",
   "src": "https://updates.brand24.com/advanced-search-build-precise-searches-with-and-or-not-and-more-345225",
   "srcname": "Brand24 changelog",
   "conf": "med",
   "steps": [
    "chat_app"
   ],
   "p": {
    "coverage_ai": 0.04,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.85,
    "opportunities": 0.02,
    "agent": 0.04,
    "your_ai": 0.03
   }
  },
  {
   "co": "Press Ranger",
   "d": "2026-09-02",
   "k": "launch",
   "t": "AI Clippings",
   "desc": "Reports capture screenshots of AI answers (ChatGPT, Gemini, Perplexity and others) that cite a release or brand.",
   "ai_quote": "We run each query on ChatGPT, Google AI Overviews, Google AI Mode, Google Search, Gemini, and Perplexity",
   "src": "https://pressranger.com/docs/changelog/whats-new",
   "srcname": "Press Ranger changelog",
   "conf": "high",
   "steps": [
    "aiv_track"
   ],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
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    "your_ai": 0.06,
    "aiv_track": 0.75,
    "aiv_sources": 0.35,
    "aiv_optimize": 0.06
   }
  },
  {
   "co": "aclipp",
   "d": "2026-09-02",
   "k": "launch",
   "t": "Search queries in AI Visibility",
   "desc": "Shows the web searches AI models run while answering tracked prompts.",
   "ai_quote": "See the web searches AI models actually run while they answer your prompts.",
   "src": "https://aclipp.com/en/updates",
   "srcname": "aclipp",
   "conf": "high",
   "steps": [
    "aiv_track"
   ],
   "p": {
    "coverage_ai": 0.03,
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    "aiv_sources": 0.1,
    "aiv_optimize": 0.04
   }
  },
  {
   "co": "Rankscale",
   "d": "2026-09-03",
   "k": "launch",
   "t": "Query Fanout Insights",
   "desc": "Dedicated Brand Details section ranking the internal searches AI engines run for tracked prompts, with activity-over-time and CSV/Sheets export.",
   "ai_quote": "ranks the internal searches AI engines run for your prompts",
   "src": "https://rankscale.ai/changelog",
   "srcname": "Rankscale Changelog",
   "conf": "high",
   "steps": [
    "aiv_track"
   ],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
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    "aiv_track": 0.64,
    "aiv_sources": 0.43,
    "aiv_optimize": 0.05
   }
  },
  {
   "co": "Connectively",
   "d": "2026-09-09",
   "k": "launch",
   "t": "Verification Signals",
   "desc": "Seven automated checks on expert profiles, including detection of AI-generated profile photos, to help journalists vet sources.",
   "ai_quote": "Automated analysis indicates that the profile photo shows a real person, not a logo, placeholder, group photo, or AI-generated image.",
   "src": "https://www.globenewswire.com/news-release/2026/09/09/3358766/0/en/journalist-request-platform-connectively-launches-verification-signals-to-help-publishers-vet-sources.html",
   "srcname": "GlobeNewswire",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
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    "chat_app": 0.02,
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    "your_ai": 0.03
   }
  },
  {
   "co": "Muck Rack",
   "d": "2026-09-09",
   "k": "launch",
   "t": "Newsjacking Opportunities",
   "desc": "AI feature surfacing emerging news conversations an organization could credibly join, with story context and a suggested pitch angle.",
   "ai_quote": "AI-powered feature... uses an organization's goals, priorities, and expertise to highlight relevant developing stories",
   "src": "https://www.globenewswire.com/news-release/2026/09/09/3358974/0/en/muck-rack-launches-newsjacking-feature-to-help-communications-leaders-proactively-shape-the-conversation.html",
   "srcname": "GlobeNewswire",
   "conf": "high",
   "steps": [
    "opportunities"
   ],
   "p": {
    "coverage_ai": 0.13,
    "pitch_writing": 0,
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    "chat_app": 0.05,
    "opportunities": 0.97,
    "agent": 0.05,
    "your_ai": 0.03
   }
  },
  {
   "co": "Muck Rack",
   "d": "2026-09-10",
   "k": "launch",
   "t": "Real-World AI Search Data for GEO Monitoring",
   "desc": "Grounds Generative Pulse brand-visibility prompts in actual consumer AI-search queries instead of hypothetical brand-written ones.",
   "ai_quote": "analyzes millions of real interactions across ChatGPT, Gemini, and Google AI",
   "src": "https://finance.yahoo.com/technology/ai/articles/muck-rack-first-communications-platform-130000021.html",
   "srcname": "Yahoo Finance (syndicated GlobeNewswire release)",
   "conf": "high",
   "steps": [
    "aiv_track"
   ],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
    "release_writing": 0,
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    "your_ai": 0.04,
    "aiv_track": 0.58,
    "aiv_sources": 0.14,
    "aiv_optimize": 0.14
   }
  },
  {
   "co": "Surfacd",
   "d": "2026-09-10",
   "k": "beta",
   "t": "Reputation (Reputation Intelligence)",
   "desc": "Groups recurring narratives AI platforms tell about a brand into themes, scored for sentiment and tracked over time; beta.",
   "ai_quote": "Reputation analyses the responses Surfacd already collects and surfaces the recurring stories AI platforms tell about your brand.",
   "src": "https://docs.surfacd.com/changelog",
   "srcname": "Surfacd changelog",
   "conf": "high",
   "steps": [
    "aiv_track"
   ],
   "p": {
    "coverage_ai": 0.09,
    "pitch_writing": 0,
    "release_writing": 0,
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    "your_ai": 0.1,
    "aiv_track": 0.67,
    "aiv_sources": 0.05,
    "aiv_optimize": 0.03
   }
  },
  {
   "co": "MentionAgent",
   "d": "2026-09-11",
   "k": "launch",
   "t": "Claude SEO skill and Claude Code plugin",
   "desc": "An open-source Claude Code plugin and Agent Skill that runs MentionAgent link-building outreach from the user's own agent over MCP.",
   "ai_quote": "Claude Code plugin and Agent Skill for MentionAgent: link building outreach from your agent over MCP",
   "src": "https://github.com/BuildsbyMatt/mentionagent-claude-skill",
   "srcname": "GitHub",
   "conf": "med",
   "steps": [
    "your_ai"
   ],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.14,
    "chat_app": 0.07,
    "opportunities": 0.02,
    "agent": 0.8,
    "your_ai": 0.96
   }
  },
  {
   "co": "Peec AI",
   "d": "2026-09-11",
   "k": "launch",
   "t": "AI referrals",
   "desc": "Tracks sessions, engagement, conversions and revenue that AI assistants (ChatGPT, Claude, Gemini, Perplexity, Copilot) send to a website via GA4.",
   "ai_quote": "AI referrals shows sessions, engagement, conversions, and revenue from AI assistants",
   "src": "https://peec.ai/blog/introducing-ai-referrals",
   "srcname": "Peec AI (blog)",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.01,
    "chat_app": 0.02,
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    "your_ai": 0.05
   }
  },
  {
   "co": "Peec AI",
   "d": "2026-09-11",
   "k": "launch",
   "t": "My website",
   "desc": "Page-level view combining server-log crawl data, Peec prompt/citation tracking and GA4 traffic to show how AI search interacts with each page.",
   "ai_quote": "how it moves through AI search: from being crawled, to being used as a source, to receiving measurable traffic",
   "src": "https://peec.ai/blog/introducing-ai-referrals",
   "srcname": "Peec AI (blog)",
   "conf": "high",
   "steps": [
    "aiv_optimize"
   ],
   "p": {
    "coverage_ai": 0.04,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.02,
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    "your_ai": 0.03,
    "aiv_track": 0.31,
    "aiv_sources": 0.4,
    "aiv_optimize": 0.05
   }
  },
  {
   "co": "Profound",
   "d": "2026-09-11",
   "k": "launch",
   "t": "Microsoft 365 integration for Agents",
   "desc": "Profound Agents can access and edit Outlook, Excel, PowerPoint and Word after a user connects a Microsoft account.",
   "ai_quote": "Profound Agents can now access and make changes in Outlook, Excel, PowerPoint, and Word",
   "src": "https://product.tryprofound.com/changelog/microsoft-365-integration-personal-context-and-more-in-profound",
   "srcname": "Profound changelog",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.09,
    "opportunities": 0.01,
    "agent": 0.11,
    "your_ai": 0.09
   }
  },
  {
   "co": "Profound",
   "d": "2026-09-11",
   "k": "launch",
   "t": "Personal Context import",
   "desc": "Import context from ChatGPT or Claude conversations so the AI Marketer tunes output to the user's style.",
   "ai_quote": "Your AI Marketer uses this information to understand how you work and tunes every output",
   "src": "https://product.tryprofound.com/changelog/microsoft-365-integration-personal-context-and-more-in-profound",
   "srcname": "Profound changelog",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
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    "chat_app": 0.06,
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    "your_ai": 0.04
   }
  },
  {
   "co": "AirOps",
   "d": "2026-09-14",
   "k": "launch",
   "t": "Social and Community insights",
   "desc": "Shows which YouTube creators, videos, Reddit threads and subreddits appear in tracked AI answers.",
   "ai_quote": "which YouTube creators, videos, Reddit threads, and subreddits appear in tracked AI answers",
   "src": "https://www.airops.com/changelog",
   "srcname": "AirOps changelog",
   "conf": "high",
   "steps": [
    "aiv_sources"
   ],
   "p": {
    "coverage_ai": 0.05,
    "pitch_writing": 0,
    "release_writing": 0,
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    "chat_app": 0.03,
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    "your_ai": 0.04,
    "aiv_track": 0.48,
    "aiv_sources": 0.75,
    "aiv_optimize": 0.08
   }
  },
  {
   "co": "Medialyst",
   "d": "2026-09-14",
   "k": "announce",
   "t": "Agent-driven media list research (newsjack)",
   "desc": "CLI exposes Medialyst's async campaign workflow so agents can start a job and read incremental journalist results.",
   "ai_quote": "Agent-driven media list research with incremental results.",
   "src": "https://github.com/elvisun/newsjack/releases/tag/v0.1.17",
   "srcname": "GitHub",
   "conf": "high",
   "steps": [
    "lists"
   ],
   "p": {
    "coverage_ai": 0.04,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.52,
    "chat_app": 0.06,
    "opportunities": 0.22,
    "agent": 0.49,
    "your_ai": 0.47
   }
  },
  {
   "co": "Profound",
   "d": "2026-09-14",
   "k": "launch",
   "t": "Command Center",
   "desc": "Leader view of how a team uses marketing Agents: runs, hours saved, projects tracked, and peer benchmarks.",
   "ai_quote": "a single view of how their team uses marketing Agents, the hours that work returns, and how adoption compares to peers",
   "src": "https://www.tryprofound.com/blog/introducing-command-center",
   "srcname": "Profound blog",
   "conf": "med",
   "steps": [],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.05,
    "opportunities": 0.01,
    "agent": 0.03,
    "your_ai": 0.03
   }
  },
  {
   "co": "Featured",
   "d": "2026-09-15",
   "k": "launch",
   "t": "Find Awards",
   "desc": "Natural-language search of 4,596 business awards with deadlines, costs and eligibility.",
   "ai_quote": "Featured, the AI co-pilot for PR, today launched Find Awards, a natural-language search of 4,596 business awards",
   "src": "https://featured.com/press/press-release/featured-launches-find-awards",
   "srcname": "Featured press",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.08,
    "chat_app": 0.17,
    "opportunities": 0.2,
    "agent": 0.09,
    "your_ai": 0.04
   }
  },
  {
   "co": "Talkwalker",
   "d": "2026-09-16",
   "k": "launch",
   "t": "Wisdom in Lumen: Widget Aware for Dashboards",
   "desc": "Wisdom scopes its answers to the dashboard widget the user selects.",
   "ai_quote": "Widget Aware lets Wisdom in Lumen by Talkwalker focus on the exact widget you're viewing",
   "src": "https://www.hootsuite.com/whats-new/wisdom-in-lumen-widget-aware-for-dashboards",
   "srcname": "Hootsuite what's new",
   "conf": "high",
   "steps": [
    "chat_app"
   ],
   "p": {
    "coverage_ai": 0.06,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.78,
    "opportunities": 0.02,
    "agent": 0.03,
    "your_ai": 0.04
   }
  },
  {
   "co": "aclipp",
   "d": "2026-09-16",
   "k": "launch",
   "t": "Website Audit",
   "desc": "Checks whether AI assistants can reach, read and quote a brand's website.",
   "ai_quote": "Check whether AI assistants can reach, read and quote your website.",
   "src": "https://aclipp.com/en/updates",
   "srcname": "aclipp",
   "conf": "high",
   "steps": [
    "aiv_optimize"
   ],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.02,
    "opportunities": 0.02,
    "agent": 0.05,
    "your_ai": 0.05,
    "aiv_track": 0.34,
    "aiv_sources": 0.17,
    "aiv_optimize": 0.1
   }
  },
  {
   "co": "Medialyst",
   "d": "2026-09-17",
   "k": "launch",
   "t": "Project memory (teach the agent)",
   "desc": "Per-client project memory and uploaded files the Medialyst Agent reads before building lists and scoring journalists.",
   "ai_quote": "There's no one-size-fits-all agent, so now you can teach yours.",
   "src": "https://medialyst.ai/blog/memories-projects-files",
   "srcname": "Medialyst blog",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.25,
    "chat_app": 0.48,
    "opportunities": 0.03,
    "agent": 0.31,
    "your_ai": 0.05
   }
  },
  {
   "co": "Medialyst",
   "d": "2026-09-18",
   "k": "announce",
   "t": "Jev engine for coarse-relevance filter (newsjack)",
   "desc": "Adds an optional engine that runs the detector's coarse-relevance pass through Jev, a typed-decision model, instead of the LLM.",
   "ai_quote": "runs the detector's coarse-relevance pass through Jev (TypeSafe AI's typed-decision model)",
   "src": "https://github.com/elvisun/newsjack/releases/tag/v0.1.19",
   "srcname": "GitHub",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.04,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.04,
    "chat_app": 0.02,
    "opportunities": 0.03,
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    "your_ai": 0.03
   }
  },
  {
   "co": "Profound",
   "d": "2026-09-18",
   "k": "launch",
   "t": "Dynamic Bot Rendering",
   "desc": "Automatically serves a fully rendered version of a page to AI answer-engine bots/agents without touching the CMS.",
   "ai_quote": "Dynamic Bot Rendering detects when Answer Engines agents visit your site and automatically serves a fully rendered version of the page",
   "src": "https://product.tryprofound.com/changelog",
   "srcname": "Profound (changelog)",
   "conf": "high",
   "steps": [
    "aiv_optimize"
   ],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
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    "your_ai": 0.03,
    "aiv_track": 0.03,
    "aiv_sources": 0.02,
    "aiv_optimize": 0.83
   }
  },
  {
   "co": "Profound",
   "d": "2026-09-18",
   "k": "launch",
   "t": "AEO Keywords",
   "desc": "Shows which keywords a given page is winning AI citations for, alongside prompt volume, share, rank and difficulty.",
   "ai_quote": "start understanding which keywords they are getting cited for... prompt volume, page share, rank, and difficulty",
   "src": "https://product.tryprofound.com/changelog",
   "srcname": "Profound (changelog)",
   "conf": "high",
   "steps": [
    "aiv_track"
   ],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
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    "chat_app": 0.03,
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    "agent": 0.04,
    "your_ai": 0.03,
    "aiv_track": 0.71,
    "aiv_sources": 0.09,
    "aiv_optimize": 0.14
   }
  },
  {
   "co": "aclipp",
   "d": "2026-09-18",
   "k": "launch",
   "t": "Microsoft Copilot in AI Visibility",
   "desc": "Adds Microsoft Copilot to the AI assistants tracked for brand visibility.",
   "ai_quote": "Microsoft Copilot in AI Visibility",
   "src": "https://aclipp.com/en/updates",
   "srcname": "aclipp",
   "conf": "high",
   "steps": [
    "aiv_track"
   ],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.03,
    "opportunities": 0.02,
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    "your_ai": 0.06,
    "aiv_track": 0.86,
    "aiv_sources": 0.07,
    "aiv_optimize": 0.04
   }
  },
  {
   "co": "AirOps",
   "d": "2026-09-21",
   "k": "launch",
   "t": "Copilot for building Workflows",
   "desc": "Copilot, running on Claude Sonnet 5 by default, explains Workflows, suggests Steps and connections, and helps diagnose problems.",
   "ai_quote": "Build and improve Workflows with Claude Sonnet 5 in Copilot",
   "src": "https://www.airops.com/changelog",
   "srcname": "AirOps changelog",
   "conf": "low",
   "steps": [
    "chat_app"
   ],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.92,
    "opportunities": 0.02,
    "agent": 0.08,
    "your_ai": 0.15
   }
  },
  {
   "co": "Medialyst",
   "d": "2026-09-22",
   "k": "launch",
   "t": "Radar",
   "desc": "Radar scans the news daily per project and flags pitch-ready opportunities, major stories, and watch-list items.",
   "ai_quote": "Medialyst scans the news all day and flags the stories your clients have a real reason to jump into",
   "src": "https://medialyst.ai/blog/newsletter-2026-09-24-radar-jev",
   "srcname": "Medialyst Blog",
   "conf": "high",
   "steps": [
    "opportunities"
   ],
   "p": {
    "coverage_ai": 0.24,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.1,
    "chat_app": 0.02,
    "opportunities": 0.94,
    "agent": 0.13,
    "your_ai": 0.03
   }
  },
  {
   "co": "Scrunch AI",
   "d": "2026-09-22",
   "k": "launch",
   "t": "Agent Pages (GA)",
   "desc": "Renamed, generally available content-delivery layer serving AI-optimized pages to AI agents at the edge while humans see the unchanged site.",
   "ai_quote": "Agent Pages is now generally available.",
   "src": "https://scrunch.com/blog/agent-pages-deliver-a-first-class-site-experience-to-ai-agents/",
   "srcname": "Scrunch blog",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.02,
    "opportunities": 0.01,
    "agent": 0.02,
    "your_ai": 0.05
   }
  },
  {
   "co": "AirOps",
   "d": "2026-09-24",
   "k": "launch",
   "t": "AI Ads in AirOps",
   "desc": "AirOps introduced AI Ads: monitoring, an ads library, and ad creation/actions for ChatGPT Ads as a third pillar of AI search visibility.",
   "ai_quote": "",
   "src": "https://www.airops.com/blog/introducing-ai-ads-in-airops",
   "srcname": "AirOps blog",
   "conf": "high",
   "steps": [
    "aiv_track",
    "aiv_optimize"
   ],
   "p": {
    "aiv_track": 0.31,
    "aiv_sources": 0.03,
    "aiv_optimize": 0.9
   },
   "from": "events"
  },
  {
   "co": "Profound",
   "d": "2026-09-24",
   "k": "launch",
   "t": "Image generation (AI Marketer)",
   "desc": "Lets Profound's AI Marketer generate campaign visuals from a text prompt and reference images.",
   "ai_quote": "Your AI Marketer can now generate images.",
   "src": "https://www.tryprofound.com/blog/introducing-image-generation-from-your-ai-marketer",
   "srcname": "Profound (blog)",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.02,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.01,
    "chat_app": 0.03,
    "opportunities": 0.01,
    "agent": 0.04,
    "your_ai": 0.03
   }
  },
  {
   "co": "PigPR",
   "d": "2026-09-25",
   "k": "announce",
   "t": "AI Visibility (Google AI Overviews tracking)",
   "desc": "Checks weekly whether Google AI Overviews and AI assistants mention or cite a client and which sources they cite instead.",
   "ai_quote": "PigPR additionally provides AI visibility monitoring. Its system checks how brands appear in Google AI Overviews and in AI assistants",
   "src": "https://www.abnewswire.com/pressreleases/brand24-alternative-pigpr-brings-reputation-monitoring-ai-visibility-and-pr-tools-into-one-platform_837922.html",
   "srcname": "ABNewswire",
   "conf": "high",
   "steps": [
    "aiv_track",
    "aiv_sources"
   ],
   "p": {
    "coverage_ai": 0.06,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.02,
    "opportunities": 0.02,
    "agent": 0.05,
    "your_ai": 0.03,
    "aiv_track": 0.81,
    "aiv_sources": 0.82,
    "aiv_optimize": 0.04
   }
  },
  {
   "co": "PigPR",
   "d": "2026-09-25",
   "k": "announce",
   "t": "AI pitch drafts (Press Contacts)",
   "desc": "Finds outlets from a client's coverage, pulls journalist names from bylines, and drafts pitches based on each reporter's recent articles.",
   "ai_quote": "AI pitch drafts: One-click pitches personalized to each reporter's real coverage",
   "src": "https://www.abnewswire.com/pressreleases/brand24-alternative-pigpr-brings-reputation-monitoring-ai-visibility-and-pr-tools-into-one-platform_837922.html",
   "srcname": "ABNewswire",
   "conf": "med",
   "steps": [
    "pitch_writing",
    "lists"
   ],
   "p": {
    "coverage_ai": 0.05,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.74,
    "chat_app": 0.03,
    "opportunities": 0.24,
    "agent": 0.45,
    "your_ai": 0.03
   }
  },
  {
   "co": "Profound",
   "d": "2026-09-25",
   "k": "launch",
   "t": "AI Marketer chart investigation",
   "desc": "Click a point on a Visibility, Sentiment, FactCheck or Citations chart and the AI Marketer explains the movement.",
   "ai_quote": "your AI Marketer pinpoints why the metric is dropping, rising, or flatlining",
   "src": "https://product.tryprofound.com/changelog/ask-your-ai-marketer-to-investigate-your-aeo-data-share",
   "srcname": "Profound changelog",
   "conf": "high",
   "steps": [
    "chat_app",
    "aiv_track"
   ],
   "p": {
    "coverage_ai": 0.4,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.86,
    "opportunities": 0.02,
    "agent": 0.09,
    "your_ai": 0.03,
    "aiv_track": 0.28,
    "aiv_sources": 0.05,
    "aiv_optimize": 0.43
   }
  },
  {
   "co": "trendJack",
   "d": "2026-09-25",
   "k": "launch",
   "t": "Jack (trend and competitor monitoring agent)",
   "desc": "AI agent scans news, social, industry publications and competitors and sends trend alerts scored against brand pillars.",
   "ai_quote": "New agentic AI platform delivers relevant news and trend alerts",
   "src": "https://trendjack.io/media/trendjack-launches-signal-to-publish-intelligence-platform",
   "srcname": "trendJack",
   "conf": "high",
   "steps": [
    "coverage_ai",
    "opportunities"
   ],
   "p": {
    "coverage_ai": 0.64,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.03,
    "chat_app": 0.06,
    "opportunities": 0.2,
    "agent": 0.38,
    "your_ai": 0.04
   }
  },
  {
   "co": "trendJack",
   "d": "2026-09-25",
   "k": "launch",
   "t": "On-brand AI content generation",
   "desc": "Drafts publish-ready posts and comms in each brand's tone and routes them through an approval workflow.",
   "ai_quote": "Jack handles on-brand AI content generation, drafting publish-ready posts and comms in the brand's tone",
   "src": "https://trendjack.io/media/trendjack-launches-signal-to-publish-intelligence-platform",
   "srcname": "trendJack",
   "conf": "high",
   "steps": [],
   "p": {
    "coverage_ai": 0.06,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.05,
    "opportunities": 0.04,
    "agent": 0.34,
    "your_ai": 0.04
   }
  },
  {
   "co": "trendJack",
   "d": "2026-09-25",
   "k": "launch",
   "t": "MCP-ready Jack",
   "desc": "Jack works inside Claude, ChatGPT, Cursor and Copilot via MCP.",
   "ai_quote": "It is also MCP-ready, meaning Jack lives inside the AI assistants marketing teams already use",
   "src": "https://trendjack.io/media/trendjack-launches-signal-to-publish-intelligence-platform",
   "srcname": "trendJack",
   "conf": "high",
   "steps": [
    "your_ai"
   ],
   "p": {
    "coverage_ai": 0.08,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.03,
    "opportunities": 0.08,
    "agent": 0.24,
    "your_ai": 0.94
   }
  },
  {
   "co": "Rankscale",
   "d": "2026-09-27",
   "k": "launch",
   "t": "Meta Muse Spark engine",
   "desc": "Tracks how Meta's Muse Spark model mentions and cites a brand.",
   "ai_quote": "Track how Meta's Muse Spark model mentions and cites your brand.",
   "src": "https://rankscale.ai/changelog#meta-muse-spark-api-engine",
   "srcname": "Rankscale changelog",
   "conf": "high",
   "steps": [
    "aiv_track"
   ],
   "p": {
    "coverage_ai": 0.1,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.02,
    "opportunities": 0.02,
    "agent": 0.03,
    "your_ai": 0.04,
    "aiv_track": 0.87,
    "aiv_sources": 0.43,
    "aiv_optimize": 0.04
   }
  },
  {
   "co": "Ahrefs Brand Radar",
   "d": "2026-09-29",
   "k": "launch",
   "t": "AI adjusted volume (Brand Radar)",
   "desc": "AI visibility reports use a per-platform volume: parent keyword Google volume times the platform's estimated usage ratio.",
   "ai_quote": "AI visibility reports now use a new AI adjusted volume instead of Google search volume.",
   "src": "https://ahrefs.com/blog/new-features-july-august-2026/",
   "srcname": "Ahrefs blog",
   "conf": "high",
   "steps": [
    "aiv_track"
   ],
   "p": {
    "coverage_ai": 0.06,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.02,
    "opportunities": 0.02,
    "agent": 0.02,
    "your_ai": 0.02,
    "aiv_track": 0.27,
    "aiv_sources": 0.03,
    "aiv_optimize": 0.03
   }
  },
  {
   "co": "Ahrefs Brand Radar",
   "d": "2026-09-29",
   "k": "launch",
   "t": "AI appearances in Top Pages",
   "desc": "Top Pages report shows how many AI responses each page appears in across AI platforms; needs a Brand Radar subscription.",
   "ai_quote": "how many AI responses each page appears in, across different AI platforms",
   "src": "https://ahrefs.com/blog/new-features-july-august-2026/",
   "srcname": "Ahrefs blog",
   "conf": "high",
   "steps": [
    "aiv_track"
   ],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.02,
    "opportunities": 0.02,
    "agent": 0.02,
    "your_ai": 0.03,
    "aiv_track": 0.75,
    "aiv_sources": 0.35,
    "aiv_optimize": 0.03
   }
  },
  {
   "co": "Brandwatch",
   "d": "2026-09-29",
   "k": "launch",
   "t": "Iris AI Query Health",
   "desc": "Assesses a Consumer Research query and applies recommended fixes in one click.",
   "ai_quote": "Use the Query Health tool to assess a query and apply recommendations in one click",
   "src": "https://www.brandwatch.com/blog/ai-updates-7-new-ways-brandwatch-is-making-our-customers-lives-easier/",
   "srcname": "Brandwatch blog",
   "conf": "med",
   "steps": [],
   "p": {
    "coverage_ai": 0.07,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.14,
    "opportunities": 0.02,
    "agent": 0.07,
    "your_ai": 0.04
   }
  },
  {
   "co": "Brandwatch",
   "d": "2026-09-29",
   "k": "launch",
   "t": "Iris AI Query Fixer",
   "desc": "Part of the Iris AI query workflow for Consumer Research that repairs weak queries.",
   "ai_quote": "Features: Iris AI Query Writer, Iris AI Query Health, Iris AI Query Fixer",
   "src": "https://www.brandwatch.com/blog/ai-updates-7-new-ways-brandwatch-is-making-our-customers-lives-easier/",
   "srcname": "Brandwatch blog",
   "conf": "low",
   "steps": [],
   "p": {
    "coverage_ai": 0.06,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.17,
    "opportunities": 0.02,
    "agent": 0.05,
    "your_ai": 0.03
   }
  },
  {
   "co": "Brandwatch",
   "d": "2026-09-29",
   "k": "launch",
   "t": "Iris AI Categories",
   "desc": "Iris samples the data and suggests parent and child categories that the user reviews and applies.",
   "ai_quote": "Iris analyzes a representative sample of data and suggests parent and child categories",
   "src": "https://www.brandwatch.com/blog/ai-updates-7-new-ways-brandwatch-is-making-our-customers-lives-easier/",
   "srcname": "Brandwatch blog",
   "conf": "med",
   "steps": [],
   "p": {
    "coverage_ai": 0.43,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.04,
    "chat_app": 0.12,
    "opportunities": 0.02,
    "agent": 0.05,
    "your_ai": 0.04
   }
  },
  {
   "co": "Brandwatch",
   "d": "2026-09-29",
   "k": "launch",
   "t": "AI summaries in Alert and Signal emails",
   "desc": "Optional AI-generated summary in Alert and Signal emails explaining the change that triggered the alert.",
   "ai_quote": "Enhanced Alert and Signal Emails with AI-powered summaries",
   "src": "https://www.brandwatch.com/blog/ai-updates-7-new-ways-brandwatch-is-making-our-customers-lives-easier/",
   "srcname": "Brandwatch blog",
   "conf": "med",
   "steps": [
    "coverage_ai"
   ],
   "p": {
    "coverage_ai": 0.82,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.03,
    "opportunities": 0.02,
    "agent": 0.02,
    "your_ai": 0.02
   }
  },
  {
   "co": "Brandwatch",
   "d": "2026-09-29",
   "k": "launch",
   "t": "Semantic search for YouTube creators (Influence)",
   "desc": "Finds YouTube creators by the meaning of their video titles and descriptions rather than keywords.",
   "ai_quote": "Semantic Search analyzes the meaning of that search and matches it with relevant YouTube creator content",
   "src": "https://www.brandwatch.com/blog/ai-updates-7-new-ways-brandwatch-is-making-our-customers-lives-easier/",
   "srcname": "Brandwatch blog",
   "conf": "med",
   "steps": [],
   "p": {
    "coverage_ai": 0.05,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.23,
    "chat_app": 0.03,
    "opportunities": 0.02,
    "agent": 0.04,
    "your_ai": 0.04
   }
  },
  {
   "co": "Press Ranger",
   "d": "2026-09-29",
   "k": "launch",
   "t": "AI Visibility tracking for your brand",
   "desc": "Tracks how AI assistants perceive and rank a brand, with white-labeled share link and PDF.",
   "ai_quote": "Press Ranger now tracks how AI assistants perceive and rank your brand",
   "src": "https://pressranger.com/docs/changelog/whats-new",
   "srcname": "Press Ranger changelog",
   "conf": "high",
   "steps": [
    "aiv_track"
   ],
   "p": {
    "coverage_ai": 0.05,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.05,
    "chat_app": 0.03,
    "opportunities": 0.02,
    "agent": 0.06,
    "your_ai": 0.06,
    "aiv_track": 0.83,
    "aiv_sources": 0.13,
    "aiv_optimize": 0.08
   }
  },
  {
   "co": "Rankscale",
   "d": "2026-10-01",
   "k": "launch",
   "t": "Local Results",
   "desc": "Tracks how often AI assistants recommend a brand's map listings.",
   "ai_quote": "Track how often AI assistants recommend your map listings.",
   "src": "https://rankscale.ai/changelog#local-results",
   "srcname": "Rankscale changelog",
   "conf": "high",
   "steps": [
    "aiv_track"
   ],
   "p": {
    "coverage_ai": 0.03,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.02,
    "opportunities": 0.01,
    "agent": 0.02,
    "your_ai": 0.03,
    "aiv_track": 0.38,
    "aiv_sources": 0.04,
    "aiv_optimize": 0.05
   }
  },
  {
   "co": "Scrunch AI",
   "d": "2026-10-01",
   "k": "launch",
   "t": "Scrunch in SitecoreAI",
   "desc": "Scrunch's AI observability and optimization features built into SitecoreAI, with staged content drafts and approval.",
   "ai_quote": "Scrunch's AI observability and optimization features are now built directly into SitecoreAI.",
   "src": "https://scrunch.com/blog/scrunch-sitecoreai-observe-optimize-ship-in-one-place",
   "srcname": "Scrunch blog",
   "conf": "high",
   "steps": [
    "aiv_optimize"
   ],
   "p": {
    "coverage_ai": 0.04,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.02,
    "chat_app": 0.05,
    "opportunities": 0.02,
    "agent": 0.03,
    "your_ai": 0.05,
    "aiv_track": 0.49,
    "aiv_sources": 0.1,
    "aiv_optimize": 0.8
   }
  },
  {
   "co": "trendJack",
   "d": "2026-10-01",
   "k": "launch",
   "t": "trendJack Claude plugin",
   "desc": "Claude plugin bundling the trendJack MCP connection with skills for briefings, triage, content plans and drafts.",
   "ai_quote": "TrendJack plugins for Claude: the TrendJack MCP connection plus skills for briefings, triage, content plans and drafts.",
   "src": "https://github.com/trendJack-LTD/trendjack-claude-plugin",
   "srcname": "GitHub",
   "conf": "med",
   "steps": [
    "your_ai"
   ],
   "p": {
    "coverage_ai": 0.34,
    "pitch_writing": 0,
    "release_writing": 0,
    "lists": 0.03,
    "chat_app": 0.05,
    "opportunities": 0.19,
    "agent": 0.4,
    "your_ai": 0.97
   }
  },
  {
   "co": "Profound",
   "d": "2026-10-02",
   "k": "launch",
   "t": "Getty Images search for AI Marketer",
   "desc": "AI Marketer searches Getty Images and finds photos for content it drafts, via a Getty connector.",
   "ai_quote": "Your AI Marketer can now search Getty Images and find photos for the content it helps create for you",
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 ]
}
